{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\mhauenst\My Files\Temporary Files\Remaining Seized Stata Log.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res}16 Jun 2020, 17:35:56

{com}. do "C:\Users\mhauenst\My Files\Temporary Files\Stata Master File.do"
{txt}
{com}. *Remaining Siezed Stata Master File
. version 15.1
{txt}
{com}. ssc install estout
{txt}checking {hilite:estout} consistency and verifying not already installed...
all files already exist and are up to date.

{com}. ssc install unique
{txt}checking {hilite:unique} consistency and verifying not already installed...
all files already exist and are up to date.

{com}. ssc install xtoverid
{txt}checking {hilite:xtoverid} consistency and verifying not already installed...
all files already exist and are up to date.

{com}. ssc install ivreg2
{txt}checking {hilite:ivreg2} consistency and verifying not already installed...
all files already exist and are up to date.

{com}. ssc install center
{txt}checking {hilite:center} consistency and verifying not already installed...
all files already exist and are up to date.

{com}. ssc install elasticregress
{txt}checking {hilite:elasticregress} consistency and verifying not already installed...
all files already exist and are up to date.

{com}. ssc install xtcd2
{txt}checking {hilite:xtcd2} consistency and verifying not already installed...
all files already exist and are up to date.

{com}. 
. *Change directory to file location
. cd "C:\Users\mhauenst\My Files\Temporary Files"
{res}C:\Users\mhauenst\My Files\Temporary Files
{txt}
{com}. 
. *Data
. use "Remaining Seized Replication Data.dta", clear
{txt}(Replication Data for Hauenstein and Joshi (Forthcoming))

{com}. 
. *Table 3 and Figure 5
. do "Table 3 and Figure 5.do"
{txt}
{com}. *Table 3 and Figure 5
. 
. *Initial Calculations
. 
. *Model 2
. eststo m1: xtreg agg_implem_wo sum_shame lag_runner lag_l* infant_wb lag_constraint merged_gdp, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4911{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1636{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1665{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}8{txt},{res}33{txt}){col 67}={col 70}{res}    19.60
{txt}corr(u_i, Xb){col 16}= {res}-0.5446{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_shame {c |}{col 14}{res}{space 2} 5.382612{col 26}{space 2} 1.333327{col 37}{space 1}    4.04{col 46}{space 3}0.000{col 54}{space 4} 2.669938{col 67}{space 3} 8.095287
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .3815676{col 26}{space 2} .2595541{col 37}{space 1}    1.47{col 46}{space 3}0.151{col 54}{space 4}-.1464993{col 67}{space 3} .9096344
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .8030379{col 26}{space 2} .3251297{col 37}{space 1}    2.47{col 46}{space 3}0.019{col 54}{space 4} .1415566{col 67}{space 3} 1.464519
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.3484382{col 26}{space 2} .4567302{col 37}{space 1}   -0.76{col 46}{space 3}0.451{col 54}{space 4}-1.277663{col 67}{space 3} .5807865
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.5051872{col 26}{space 2} .7477808{col 37}{space 1}   -0.68{col 46}{space 3}0.504{col 54}{space 4}-2.026559{col 67}{space 3} 1.016184
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3617826{col 26}{space 2}  .142505{col 37}{space 1}   -2.54{col 46}{space 3}0.016{col 54}{space 4}-.6517111{col 67}{space 3} -.071854
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.439468{col 26}{space 2} 4.623664{col 37}{space 1}    1.61{col 46}{space 3}0.117{col 54}{space 4}-1.967447{col 67}{space 3} 16.84638
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0825403{col 26}{space 2}  .063703{col 37}{space 1}    1.30{col 46}{space 3}0.204{col 54}{space 4}-.0470644{col 67}{space 3} .2121451
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 66.49914{col 26}{space 2} 10.90061{col 37}{space 1}    6.10{col 46}{space 3}0.000{col 54}{space 4} 44.32169{col 67}{space 3} 88.67659
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 21.715685
     {txt}sigma_e {c |} {res} 9.6886955
         {txt}rho {c |} {res} .83398676{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
{space 4}lag_lobs {c |} {res}     6.73    0.148698
{txt}{space 3}sum_shame {c |} {res}     5.90    0.169487
{txt}{space 1}lag_lpolice {c |} {res}     5.63    0.177542
{txt}{space 2}lag_runner {c |} {res}     4.65    0.215249
{txt}{space 2}lag_ltroop {c |} {res}     4.42    0.226266
{txt}{space 3}infant_wb {c |} {res}     2.35    0.425093
{txt}lag_constr~t {c |} {res}     1.50    0.665644
{txt}merged_gdp~h {c |} {res}     1.31    0.760998
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     4.06
{txt}
{com}. margins, at(sum_shame=(0(.5)7.5)) saving(m1, replace)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       322
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 8}1.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 10}2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 8}2.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 10}3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 8}3.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 10}4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 8}4.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 10}5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:12._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 8}5.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:13._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 10}6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:14._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 8}6.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:15._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 10}7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:16._at}:{space 1}{res:{txt:sum_shame}{space 7}{txt:=} {space 8}7.5}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2}  50.3315{col 26}{space 2}  3.53682{col 37}{space 1}   14.23{col 46}{space 3}0.000{col 54}{space 4} 43.39946{col 67}{space 3} 57.26354
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 53.02281{col 26}{space 2} 2.870157{col 37}{space 1}   18.47{col 46}{space 3}0.000{col 54}{space 4}  47.3974{col 67}{space 3} 58.64821
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 55.71411{col 26}{space 2} 2.203493{col 37}{space 1}   25.28{col 46}{space 3}0.000{col 54}{space 4} 51.39535{col 67}{space 3} 60.03288
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 58.40542{col 26}{space 2}  1.53683{col 37}{space 1}   38.00{col 46}{space 3}0.000{col 54}{space 4} 55.39329{col 67}{space 3} 61.41755
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 61.09673{col 26}{space 2} .8701661{col 37}{space 1}   70.21{col 46}{space 3}0.000{col 54}{space 4} 59.39123{col 67}{space 3} 62.80222
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 63.78803{col 26}{space 2} .2035026{col 37}{space 1}  313.45{col 46}{space 3}0.000{col 54}{space 4} 63.38917{col 67}{space 3} 64.18689
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 66.47934{col 26}{space 2}  .463161{col 37}{space 1}  143.53{col 46}{space 3}0.000{col 54}{space 4} 65.57156{col 67}{space 3} 67.38712
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 69.17064{col 26}{space 2} 1.129825{col 37}{space 1}   61.22{col 46}{space 3}0.000{col 54}{space 4} 66.95623{col 67}{space 3} 71.38506
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 71.86195{col 26}{space 2} 1.796488{col 37}{space 1}   40.00{col 46}{space 3}0.000{col 54}{space 4}  68.3409{col 67}{space 3}   75.383
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 74.55326{col 26}{space 2} 2.463152{col 37}{space 1}   30.27{col 46}{space 3}0.000{col 54}{space 4} 69.72557{col 67}{space 3} 79.38094
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 77.24456{col 26}{space 2} 3.129815{col 37}{space 1}   24.68{col 46}{space 3}0.000{col 54}{space 4} 71.11024{col 67}{space 3} 83.37889
{txt}{space 9}12  {c |}{col 14}{res}{space 2} 79.93587{col 26}{space 2} 3.796479{col 37}{space 1}   21.06{col 46}{space 3}0.000{col 54}{space 4} 72.49491{col 67}{space 3} 87.37683
{txt}{space 9}13  {c |}{col 14}{res}{space 2} 82.62717{col 26}{space 2} 4.463142{col 37}{space 1}   18.51{col 46}{space 3}0.000{col 54}{space 4} 73.87958{col 67}{space 3} 91.37477
{txt}{space 9}14  {c |}{col 14}{res}{space 2} 85.31848{col 26}{space 2} 5.129806{col 37}{space 1}   16.63{col 46}{space 3}0.000{col 54}{space 4} 75.26425{col 67}{space 3} 95.37272
{txt}{space 9}15  {c |}{col 14}{res}{space 2} 88.00979{col 26}{space 2} 5.796469{col 37}{space 1}   15.18{col 46}{space 3}0.000{col 54}{space 4} 76.64892{col 67}{space 3} 99.37066
{txt}{space 9}16  {c |}{col 14}{res}{space 2} 90.70109{col 26}{space 2} 6.463133{col 37}{space 1}   14.03{col 46}{space 3}0.000{col 54}{space 4} 78.03358{col 67}{space 3} 103.3686
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. marginsplot, recastci(rline) recast(line) ciopts(lpattern(dash) lcolor(black)) ///
> title("") plotopts(lcolor(black) plotregion(color(white)) graphregion(color(white))) ///
> xtitle(Shaming (t-1)) ytitle(Aggregate Implementation Rate) ///
> ylabel(0(25)100) xlabel(0(1)7) ///
> addplot(hist sum_shame if e(sample)==1, percent fcolor(none) lcolor(black) ///
> yaxis(2) ytitle(Percent of Sample, axis(2)) yscale(axis(2) alt)) legend(off)
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: sum_shame{p_end}
{res}{txt}
{com}. graph save "m1.gph", replace
{res}{txt}(file m1.gph saved)

{com}. 
. *Model 3
. eststo m2: xtreg agg_implem_wo sum_reso lag_runner lag_l* infant_wb lag_constraint merged_gdp, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.5010{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1861{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1917{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}8{txt},{res}33{txt}){col 67}={col 70}{res}    19.12
{txt}corr(u_i, Xb){col 16}= {res}-0.5069{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}{col 14}{res}{space 2}  6.88248{col 26}{space 2}  1.55123{col 37}{space 1}    4.44{col 46}{space 3}0.000{col 54}{space 4} 3.726478{col 67}{space 3} 10.03848
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .1991697{col 26}{space 2} .2590176{col 37}{space 1}    0.77{col 46}{space 3}0.447{col 54}{space 4}-.3278057{col 67}{space 3}  .726145
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .9358589{col 26}{space 2} .3401161{col 37}{space 1}    2.75{col 46}{space 3}0.010{col 54}{space 4} .2438876{col 67}{space 3}  1.62783
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.4729602{col 26}{space 2} .4651729{col 37}{space 1}   -1.02{col 46}{space 3}0.317{col 54}{space 4}-1.419362{col 67}{space 3} .4734413
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.6877822{col 26}{space 2} .7447099{col 37}{space 1}   -0.92{col 46}{space 3}0.362{col 54}{space 4}-2.202906{col 67}{space 3} .8273415
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3425932{col 26}{space 2}  .141257{col 37}{space 1}   -2.43{col 46}{space 3}0.021{col 54}{space 4}-.6299827{col 67}{space 3}-.0552037
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.937445{col 26}{space 2} 4.586345{col 37}{space 1}    1.73{col 46}{space 3}0.093{col 54}{space 4}-1.393545{col 67}{space 3} 17.26843
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0738785{col 26}{space 2} .0596326{col 37}{space 1}    1.24{col 46}{space 3}0.224{col 54}{space 4} -.047445{col 67}{space 3}  .195202
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 64.95256{col 26}{space 2} 10.67821{col 37}{space 1}    6.08{col 46}{space 3}0.000{col 54}{space 4} 43.22757{col 67}{space 3} 86.67754
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 20.843919
     {txt}sigma_e {c |} {res} 9.5940531
         {txt}rho {c |} {res} .82517899{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
sum_resource {c |} {res}     6.78    0.147460
{txt}{space 4}lag_lobs {c |} {res}     6.72    0.148734
{txt}{space 1}lag_lpolice {c |} {res}     5.70    0.175368
{txt}{space 2}lag_runner {c |} {res}     5.09    0.196604
{txt}{space 2}lag_ltroop {c |} {res}     4.42    0.226104
{txt}{space 3}infant_wb {c |} {res}     2.45    0.408848
{txt}lag_constr~t {c |} {res}     1.51    0.661625
{txt}merged_gdp~h {c |} {res}     1.32    0.758625
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     4.25
{txt}
{com}. margins, at(sum_resource=(0(.5)6.5)) saving(m2, replace)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       322
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:sum_resource}{space 4}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:sum_resource}{space 4}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:sum_resource}{space 4}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:sum_resource}{space 4}{txt:=} {space 8}1.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:sum_resource}{space 4}{txt:=} {space 10}2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:sum_resource}{space 4}{txt:=} {space 8}2.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:sum_resource}{space 4}{txt:=} {space 10}3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:sum_resource}{space 4}{txt:=} {space 8}3.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:sum_resource}{space 4}{txt:=} {space 10}4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:sum_resource}{space 4}{txt:=} {space 8}4.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:sum_resource}{space 4}{txt:=} {space 10}5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:12._at}:{space 1}{res:{txt:sum_resource}{space 4}{txt:=} {space 8}5.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:13._at}:{space 1}{res:{txt:sum_resource}{space 4}{txt:=} {space 10}6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:14._at}:{space 1}{res:{txt:sum_resource}{space 4}{txt:=} {space 8}6.5}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 48.99515{col 26}{space 2} 3.519307{col 37}{space 1}   13.92{col 46}{space 3}0.000{col 54}{space 4} 42.09743{col 67}{space 3} 55.89286
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 52.43639{col 26}{space 2} 2.743692{col 37}{space 1}   19.11{col 46}{space 3}0.000{col 54}{space 4} 47.05885{col 67}{space 3} 57.81392
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 55.87763{col 26}{space 2} 1.968077{col 37}{space 1}   28.39{col 46}{space 3}0.000{col 54}{space 4} 52.02027{col 67}{space 3} 59.73499
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 59.31887{col 26}{space 2} 1.192462{col 37}{space 1}   49.74{col 46}{space 3}0.000{col 54}{space 4} 56.98168{col 67}{space 3} 61.65605
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 62.76011{col 26}{space 2} .4168466{col 37}{space 1}  150.56{col 46}{space 3}0.000{col 54}{space 4}  61.9431{col 67}{space 3} 63.57711
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 66.20135{col 26}{space 2} .3587686{col 37}{space 1}  184.52{col 46}{space 3}0.000{col 54}{space 4} 65.49817{col 67}{space 3} 66.90452
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 69.64259{col 26}{space 2} 1.134384{col 37}{space 1}   61.39{col 46}{space 3}0.000{col 54}{space 4} 67.41924{col 67}{space 3} 71.86594
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 73.08383{col 26}{space 2} 1.909999{col 37}{space 1}   38.26{col 46}{space 3}0.000{col 54}{space 4}  69.3403{col 67}{space 3} 76.82736
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 76.52507{col 26}{space 2} 2.685614{col 37}{space 1}   28.49{col 46}{space 3}0.000{col 54}{space 4} 71.26136{col 67}{space 3} 81.78877
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 79.96631{col 26}{space 2} 3.461229{col 37}{space 1}   23.10{col 46}{space 3}0.000{col 54}{space 4} 73.18242{col 67}{space 3} 86.75019
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 83.40755{col 26}{space 2} 4.236844{col 37}{space 1}   19.69{col 46}{space 3}0.000{col 54}{space 4} 75.10349{col 67}{space 3} 91.71161
{txt}{space 9}12  {c |}{col 14}{res}{space 2} 86.84879{col 26}{space 2}  5.01246{col 37}{space 1}   17.33{col 46}{space 3}0.000{col 54}{space 4} 77.02455{col 67}{space 3} 96.67303
{txt}{space 9}13  {c |}{col 14}{res}{space 2} 90.29003{col 26}{space 2} 5.788075{col 37}{space 1}   15.60{col 46}{space 3}0.000{col 54}{space 4} 78.94561{col 67}{space 3} 101.6344
{txt}{space 9}14  {c |}{col 14}{res}{space 2} 93.73127{col 26}{space 2}  6.56369{col 37}{space 1}   14.28{col 46}{space 3}0.000{col 54}{space 4} 80.86667{col 67}{space 3} 106.5959
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. marginsplot, recastci(rline) recast(line) ciopts(lpattern(dash) lcolor(black)) ///
> title("") plotopts(lcolor(black) plotregion(color(white)) graphregion(color(white))) ///
> xtitle(Resources (t-1)) ytitle(Aggregate Implementation Rate) ///
> ylabel(0(25)100) xlabel(0(1)6) ///
> addplot(hist sum_resource if e(sample)==1, percent fcolor(none) lcolor(black) ///
> yaxis(2) ytitle(Percent of Sample, axis(2)) yscale(axis(2) alt)) legend(off) 
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: sum_resource{p_end}
{res}{txt}
{com}. graph save "m2.gph", replace
{res}{txt}(file m2.gph saved)

{com}. 
. *Model 4
. eststo m3: xtreg agg_implem_wo sum_coord lag_runner lag_l* infant_wb lag_constraint merged_gdp, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4974{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1934{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1805{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}8{txt},{res}33{txt}){col 67}={col 70}{res}    29.36
{txt}corr(u_i, Xb){col 16}= {res}-0.5167{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}{col 14}{res}{space 2} 8.092478{col 26}{space 2} 2.066644{col 37}{space 1}    3.92{col 46}{space 3}0.000{col 54}{space 4} 3.887858{col 67}{space 3}  12.2971
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .0679093{col 26}{space 2} .2797606{col 37}{space 1}    0.24{col 46}{space 3}0.810{col 54}{space 4}-.5012678{col 67}{space 3} .6370865
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .9276859{col 26}{space 2} .3536355{col 37}{space 1}    2.62{col 46}{space 3}0.013{col 54}{space 4}  .208209{col 67}{space 3} 1.647163
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.5885756{col 26}{space 2} .4954425{col 37}{space 1}   -1.19{col 46}{space 3}0.243{col 54}{space 4}-1.596561{col 67}{space 3} .4194097
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.5668534{col 26}{space 2}  .675529{col 37}{space 1}   -0.84{col 46}{space 3}0.407{col 54}{space 4}-1.941227{col 67}{space 3} .8075206
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3532174{col 26}{space 2} .1397745{col 37}{space 1}   -2.53{col 46}{space 3}0.016{col 54}{space 4}-.6375906{col 67}{space 3}-.0688441
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.322133{col 26}{space 2} 4.376195{col 37}{space 1}    1.67{col 46}{space 3}0.104{col 54}{space 4}-1.581302{col 67}{space 3} 16.22557
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1020738{col 26}{space 2} .0647077{col 37}{space 1}    1.58{col 46}{space 3}0.124{col 54}{space 4}-.0295749{col 67}{space 3} .2337225
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 67.12239{col 26}{space 2} 10.55498{col 37}{space 1}    6.36{col 46}{space 3}0.000{col 54}{space 4} 45.64812{col 67}{space 3} 88.59667
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 20.875768
     {txt}sigma_e {c |} {res} 9.6282153
         {txt}rho {c |} {res} .82459321{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
{space 3}sum_coord {c |} {res}     8.14    0.122877
{txt}{space 4}lag_lobs {c |} {res}     6.72    0.148710
{txt}{space 2}lag_runner {c |} {res}     6.10    0.164067
{txt}{space 1}lag_lpolice {c |} {res}     5.69    0.175893
{txt}{space 2}lag_ltroop {c |} {res}     4.42    0.226168
{txt}{space 3}infant_wb {c |} {res}     2.27    0.439880
{txt}lag_constr~t {c |} {res}     1.49    0.671913
{txt}merged_gdp~h {c |} {res}     1.29    0.773519
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     4.51
{txt}
{com}. margins, at(sum_coord=(0(.5)6.5)) saving(m3, replace)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       322
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:sum_coord}{space 7}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:sum_coord}{space 7}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:sum_coord}{space 7}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:sum_coord}{space 7}{txt:=} {space 8}1.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:sum_coord}{space 7}{txt:=} {space 10}2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:sum_coord}{space 7}{txt:=} {space 8}2.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:sum_coord}{space 7}{txt:=} {space 10}3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:sum_coord}{space 7}{txt:=} {space 8}3.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:sum_coord}{space 7}{txt:=} {space 10}4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:sum_coord}{space 7}{txt:=} {space 8}4.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:sum_coord}{space 7}{txt:=} {space 10}5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:12._at}:{space 1}{res:{txt:sum_coord}{space 7}{txt:=} {space 8}5.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:13._at}:{space 1}{res:{txt:sum_coord}{space 7}{txt:=} {space 10}6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:14._at}:{space 1}{res:{txt:sum_coord}{space 7}{txt:=} {space 8}6.5}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2}  49.5195{col 26}{space 2} 3.853677{col 37}{space 1}   12.85{col 46}{space 3}0.000{col 54}{space 4} 41.96644{col 67}{space 3} 57.07257
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 53.56574{col 26}{space 2} 2.820355{col 37}{space 1}   18.99{col 46}{space 3}0.000{col 54}{space 4} 48.03795{col 67}{space 3} 59.09354
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 57.61198{col 26}{space 2} 1.787032{col 37}{space 1}   32.24{col 46}{space 3}0.000{col 54}{space 4} 54.10946{col 67}{space 3}  61.1145
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 61.65822{col 26}{space 2} .7537103{col 37}{space 1}   81.81{col 46}{space 3}0.000{col 54}{space 4} 60.18098{col 67}{space 3} 63.13547
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 65.70446{col 26}{space 2} .2796119{col 37}{space 1}  234.98{col 46}{space 3}0.000{col 54}{space 4} 65.15643{col 67}{space 3} 66.25249
{txt}{space 10}6  {c |}{col 14}{res}{space 2}  69.7507{col 26}{space 2} 1.312934{col 37}{space 1}   53.13{col 46}{space 3}0.000{col 54}{space 4} 67.17739{col 67}{space 3}   72.324
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 73.79694{col 26}{space 2} 2.346256{col 37}{space 1}   31.45{col 46}{space 3}0.000{col 54}{space 4} 69.19836{col 67}{space 3} 78.39551
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 77.84318{col 26}{space 2} 3.379578{col 37}{space 1}   23.03{col 46}{space 3}0.000{col 54}{space 4} 71.21932{col 67}{space 3} 84.46703
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 81.88941{col 26}{space 2} 4.412901{col 37}{space 1}   18.56{col 46}{space 3}0.000{col 54}{space 4} 73.24029{col 67}{space 3} 90.53854
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 85.93565{col 26}{space 2} 5.446223{col 37}{space 1}   15.78{col 46}{space 3}0.000{col 54}{space 4} 75.26125{col 67}{space 3} 96.61005
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 89.98189{col 26}{space 2} 6.479545{col 37}{space 1}   13.89{col 46}{space 3}0.000{col 54}{space 4} 77.28222{col 67}{space 3} 102.6816
{txt}{space 9}12  {c |}{col 14}{res}{space 2} 94.02813{col 26}{space 2} 7.512867{col 37}{space 1}   12.52{col 46}{space 3}0.000{col 54}{space 4} 79.30318{col 67}{space 3} 108.7531
{txt}{space 9}13  {c |}{col 14}{res}{space 2} 98.07437{col 26}{space 2} 8.546189{col 37}{space 1}   11.48{col 46}{space 3}0.000{col 54}{space 4} 81.32415{col 67}{space 3} 114.8246
{txt}{space 9}14  {c |}{col 14}{res}{space 2} 102.1206{col 26}{space 2} 9.579511{col 37}{space 1}   10.66{col 46}{space 3}0.000{col 54}{space 4} 83.34511{col 67}{space 3} 120.8961
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. marginsplot, recastci(rline) recast(line) ciopts(lpattern(dash) lcolor(black)) ///
> title("") plotopts(lcolor(black) plotregion(color(white)) graphregion(color(white))) ///
> xtitle(Coordinating (t-1)) ytitle(Aggregate Implementation Rate) ///
> ylabel(0(25)100) xlabel(0(1)6) ///
> addplot(hist sum_coord if e(sample)==1, percent fcolor(none) lcolor(black) ///
> yaxis(2) ytitle(Percent of Sample, axis(2)) yscale(axis(2) alt)) legend(off)
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: sum_coord{p_end}
{res}{txt}
{com}. graph save "m3.gph", replace
{res}{txt}(file m3.gph saved)

{com}. 
. *Table 3
. esttab m* using "Table 3.tex", se r2 replace
{res}{txt}(output written to {browse  `"Table 3.tex"'})

{com}. est clear
{txt}
{com}. 
. *Wooldrdige Hausman Test Statistics
. 
. *Model 2
. eststo m1: xtreg agg_implem_wo sum_shame lag_runner lag_l* infant_wb lag_constraint merged_gdp, cluster(pam_caseid)
{res}
{txt}Random-effects GLS regression                   Number of obs     = {res}       322
{txt}Group variable: {res}pam_caseid                      {txt}Number of groups  = {res}        34

{txt}R-sq:                                           Obs per group:
     within  = {res}0.4894                                         {txt}min = {res}         2
{txt}     between = {res}0.1643                                         {txt}avg = {res}       9.5
{txt}     overall = {res}0.1798                                         {txt}max = {res}        10

                                                {txt}Wald chi2({res}8{txt})      =  {res}   210.58
{txt}corr(u_i, X)   = {res}0{txt} (assumed)                    Prob > chi2       =     {res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_shame {c |}{col 14}{res}{space 2} 5.170883{col 26}{space 2} 1.140777{col 37}{space 1}    4.53{col 46}{space 3}0.000{col 54}{space 4} 2.935002{col 67}{space 3} 7.406764
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .3665873{col 26}{space 2} .2250695{col 37}{space 1}    1.63{col 46}{space 3}0.103{col 54}{space 4}-.0745408{col 67}{space 3} .8077154
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .7313112{col 26}{space 2} .3041508{col 37}{space 1}    2.40{col 46}{space 3}0.016{col 54}{space 4} .1351865{col 67}{space 3} 1.327436
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.2141012{col 26}{space 2}  .379403{col 37}{space 1}   -0.56{col 46}{space 3}0.573{col 54}{space 4}-.9577174{col 67}{space 3} .5295149
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.7585209{col 26}{space 2} .6321754{col 37}{space 1}   -1.20{col 46}{space 3}0.230{col 54}{space 4}-1.997562{col 67}{space 3}   .48052
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2} -.284732{col 26}{space 2}  .085143{col 37}{space 1}   -3.34{col 46}{space 3}0.001{col 54}{space 4}-.4516092{col 67}{space 3}-.1178548
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 8.412059{col 26}{space 2} 4.043813{col 37}{space 1}    2.08{col 46}{space 3}0.038{col 54}{space 4} .4863313{col 67}{space 3} 16.33779
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0933707{col 26}{space 2} .0666314{col 37}{space 1}    1.40{col 46}{space 3}0.161{col 54}{space 4}-.0372244{col 67}{space 3} .2239657
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 60.75442{col 26}{space 2} 8.035357{col 37}{space 1}    7.56{col 46}{space 3}0.000{col 54}{space 4} 45.00541{col 67}{space 3} 76.50343
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 19.735586
     {txt}sigma_e {c |} {res} 9.6886955
         {txt}rho {c |} {res} .80579691{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. xtoverid

{txt}Test of overidentifying restrictions: fixed vs random effects
Cross-section time-series model: xtreg re  robust cluster(pam_caseid)
Sargan-Hansen statistic{res}{col 25} 24.255{txt}  Chi-sq({res}8{txt}){col 47}P-value = {res}0.0021
{txt}
{com}. 
. *Model 3
. eststo m2: xtreg agg_implem_wo sum_reso lag_runner lag_l* infant_wb lag_constraint merged_gdp,  cluster(pam_caseid)
{res}
{txt}Random-effects GLS regression                   Number of obs     = {res}       322
{txt}Group variable: {res}pam_caseid                      {txt}Number of groups  = {res}        34

{txt}R-sq:                                           Obs per group:
     within  = {res}0.4997                                         {txt}min = {res}         2
{txt}     between = {res}0.1879                                         {txt}avg = {res}       9.5
{txt}     overall = {res}0.2043                                         {txt}max = {res}        10

                                                {txt}Wald chi2({res}8{txt})      =  {res}   203.31
{txt}corr(u_i, X)   = {res}0{txt} (assumed)                    Prob > chi2       =     {res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}{col 14}{res}{space 2} 6.713075{col 26}{space 2} 1.352939{col 37}{space 1}    4.96{col 46}{space 3}0.000{col 54}{space 4} 4.061363{col 67}{space 3} 9.364788
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .1707023{col 26}{space 2} .2283868{col 37}{space 1}    0.75{col 46}{space 3}0.455{col 54}{space 4}-.2769276{col 67}{space 3} .6183323
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .8548105{col 26}{space 2}  .320187{col 37}{space 1}    2.67{col 46}{space 3}0.008{col 54}{space 4} .2272555{col 67}{space 3} 1.482366
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.3574135{col 26}{space 2} .3999669{col 37}{space 1}   -0.89{col 46}{space 3}0.372{col 54}{space 4}-1.141334{col 67}{space 3} .4265071
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.9005816{col 26}{space 2} .6438942{col 37}{space 1}   -1.40{col 46}{space 3}0.162{col 54}{space 4}-2.162591{col 67}{space 3}  .361428
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.2799415{col 26}{space 2} .0848386{col 37}{space 1}   -3.30{col 46}{space 3}0.001{col 54}{space 4} -.446222{col 67}{space 3}-.1136609
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 8.849267{col 26}{space 2} 4.042944{col 37}{space 1}    2.19{col 46}{space 3}0.029{col 54}{space 4} .9252424{col 67}{space 3} 16.77329
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0824486{col 26}{space 2} .0619965{col 37}{space 1}    1.33{col 46}{space 3}0.184{col 54}{space 4}-.0390622{col 67}{space 3} .2039594
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 60.06155{col 26}{space 2} 7.958689{col 37}{space 1}    7.55{col 46}{space 3}0.000{col 54}{space 4} 44.46281{col 67}{space 3}  75.6603
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 19.394512
     {txt}sigma_e {c |} {res} 9.5940531
         {txt}rho {c |} {res} .80340188{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. xtoverid

{txt}Test of overidentifying restrictions: fixed vs random effects
Cross-section time-series model: xtreg re  robust cluster(pam_caseid)
Sargan-Hansen statistic{res}{col 25} 21.814{txt}  Chi-sq({res}8{txt}){col 47}P-value = {res}0.0053
{txt}
{com}. 
. *Model 4
. eststo m3: xtreg agg_implem_wo sum_coord  lag_runner lag_l* infant_wb lag_constraint merged_gdp, cluster(pam_caseid)
{res}
{txt}Random-effects GLS regression                   Number of obs     = {res}       322
{txt}Group variable: {res}pam_caseid                      {txt}Number of groups  = {res}        34

{txt}R-sq:                                           Obs per group:
     within  = {res}0.4956                                         {txt}min = {res}         2
{txt}     between = {res}0.1987                                         {txt}avg = {res}       9.5
{txt}     overall = {res}0.1987                                         {txt}max = {res}        10

                                                {txt}Wald chi2({res}8{txt})      =  {res}   289.60
{txt}corr(u_i, X)   = {res}0{txt} (assumed)                    Prob > chi2       =     {res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}{col 14}{res}{space 2} 8.046166{col 26}{space 2}  1.78664{col 37}{space 1}    4.50{col 46}{space 3}0.000{col 54}{space 4} 4.544416{col 67}{space 3} 11.54792
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}    .0381{col 26}{space 2} .2495527{col 37}{space 1}    0.15{col 46}{space 3}0.879{col 54}{space 4}-.4510143{col 67}{space 3} .5272143
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2}  .826736{col 26}{space 2} .3288676{col 37}{space 1}    2.51{col 46}{space 3}0.012{col 54}{space 4} .1821673{col 67}{space 3} 1.471305
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.4412115{col 26}{space 2} .4330369{col 37}{space 1}   -1.02{col 46}{space 3}0.308{col 54}{space 4}-1.289948{col 67}{space 3} .4075252
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.8291457{col 26}{space 2} .5846421{col 37}{space 1}   -1.42{col 46}{space 3}0.156{col 54}{space 4}-1.975023{col 67}{space 3} .3167317
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.2689631{col 26}{space 2} .0822502{col 37}{space 1}   -3.27{col 46}{space 3}0.001{col 54}{space 4}-.4301706{col 67}{space 3}-.1077556
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 8.200967{col 26}{space 2} 3.881168{col 37}{space 1}    2.11{col 46}{space 3}0.035{col 54}{space 4} .5940176{col 67}{space 3} 15.80792
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1122949{col 26}{space 2} .0666024{col 37}{space 1}    1.69{col 46}{space 3}0.092{col 54}{space 4}-.0182434{col 67}{space 3} .2428332
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 60.77886{col 26}{space 2} 7.790013{col 37}{space 1}    7.80{col 46}{space 3}0.000{col 54}{space 4} 45.51072{col 67}{space 3}   76.047
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 18.723637
     {txt}sigma_e {c |} {res} 9.6282153
         {txt}rho {c |} {res} .79087004{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. xtoverid

{txt}Test of overidentifying restrictions: fixed vs random effects
Cross-section time-series model: xtreg re  robust cluster(pam_caseid)
Sargan-Hansen statistic{res}{col 25} 31.052{txt}  Chi-sq({res}8{txt}){col 47}P-value = {res}0.0001
{txt}
{com}. 
. esttab m*
{res}
{txt}{hline 60}
{txt}                      (1)             (2)             (3)   
{txt}             agg_implem~o    agg_implem~o    agg_implem~o   
{txt}{hline 60}
{txt}sum_shame   {res}        5.171***                                {txt}
            {res} {ralign 12:{txt:(}4.53{txt:)}}                                   {txt}

{txt}lag_runner  {res}        0.367           0.171          0.0381   {txt}
            {res} {ralign 12:{txt:(}1.63{txt:)}}    {ralign 12:{txt:(}0.75{txt:)}}    {ralign 12:{txt:(}0.15{txt:)}}   {txt}

{txt}lag_ltroop  {res}        0.731*          0.855**         0.827*  {txt}
            {res} {ralign 12:{txt:(}2.40{txt:)}}    {ralign 12:{txt:(}2.67{txt:)}}    {ralign 12:{txt:(}2.51{txt:)}}   {txt}

{txt}lag_lpolice {res}       -0.214          -0.357          -0.441   {txt}
            {res} {ralign 12:{txt:(}-0.56{txt:)}}    {ralign 12:{txt:(}-0.89{txt:)}}    {ralign 12:{txt:(}-1.02{txt:)}}   {txt}

{txt}lag_lobs    {res}       -0.759          -0.901          -0.829   {txt}
            {res} {ralign 12:{txt:(}-1.20{txt:)}}    {ralign 12:{txt:(}-1.40{txt:)}}    {ralign 12:{txt:(}-1.42{txt:)}}   {txt}

{txt}infant_wb   {res}       -0.285***       -0.280***       -0.269** {txt}
            {res} {ralign 12:{txt:(}-3.34{txt:)}}    {ralign 12:{txt:(}-3.30{txt:)}}    {ralign 12:{txt:(}-3.27{txt:)}}   {txt}

{txt}lag_constr~t{res}        8.412*          8.849*          8.201*  {txt}
            {res} {ralign 12:{txt:(}2.08{txt:)}}    {ralign 12:{txt:(}2.19{txt:)}}    {ralign 12:{txt:(}2.11{txt:)}}   {txt}

{txt}merged_gdp~h{res}       0.0934          0.0824           0.112   {txt}
            {res} {ralign 12:{txt:(}1.40{txt:)}}    {ralign 12:{txt:(}1.33{txt:)}}    {ralign 12:{txt:(}1.69{txt:)}}   {txt}

{txt}sum_resource{res}                        6.713***                {txt}
            {res}                 {ralign 12:{txt:(}4.96{txt:)}}                   {txt}

{txt}sum_coord   {res}                                        8.046***{txt}
            {res}                                 {ralign 12:{txt:(}4.50{txt:)}}   {txt}

{txt}_cons       {res}        60.75***        60.06***        60.78***{txt}
            {res} {ralign 12:{txt:(}7.56{txt:)}}    {ralign 12:{txt:(}7.55{txt:)}}    {ralign 12:{txt:(}7.80{txt:)}}   {txt}
{txt}{hline 60}
{txt}N           {res}          322             322             322   {txt}
{txt}{hline 60}
{txt}t statistics in parentheses
{txt}* p<0.05, ** p<0.01, *** p<0.001

{com}. est clear
{txt}
{com}. 
. *Figure 5
. graph combine m1.gph m2.gph m3.gph, rows(1) graphregion(color(white))
{res}{txt}
{com}. graph export "Figure 5.pdf", replace
{txt}(file Figure 5.pdf written in PDF format)

{com}. 
{txt}end of do-file

{com}. 
. *Appendix starts here
. 
. *Table A2
. do "Table A2.do"
{txt}
{com}. est clear
{txt}
{com}. eststo: estpost tabstat agg_implem_wo lag_runner ///
>                       sum_un lag_ltroop lag_lobs ///
>                       lag_lpolice sum_shame ///
>                       sum_coord sum_resource ///
>                       all_words conflict_type ///
>                       dead_log war_dur_months ///
>                       infant_wb merged_gdp_growth ///
>                       lag_constraint donor_implem ///
>                       io_or_civil_sigs PTS_S v2x_cspart ///
>                       external_miss, statistics(mean sd min max) columns(statistics)

{txt}Summary statistics: mean sd min max
     for variables: agg_implem_wo lag_runner sum_un lag_ltroop lag_lobs lag_lpolice sum_shame sum_coord sum_resource all_words conflict_type dead_log war_dur_months infant_wb merged_gdp_growth lag_constraint donor_implem io_or_civil_sigs PTS_S v2x_cspart external_miss

{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:agg_implem~o}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 64.75087}}}{space 1}{space 1}{ralign 9:{res:{sf: 21.96533}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.083333}}}{space 1}{space 1}{ralign 9:{res:{sf:      100}}}{space 1}
{space 0}{space 0}{ralign 12:lag_runner}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 5.783951}}}{space 1}{space 1}{ralign 9:{res:{sf: 8.721504}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:       40}}}{space 1}
{space 0}{space 0}{ralign 12:sum_un}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 2.360377}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.691334}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:  10.7217}}}{space 1}
{space 0}{space 0}{ralign 12:lag_ltroop}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 1.841013}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.535758}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 10.68826}}}{space 1}
{space 0}{space 0}{ralign 12:lag_lobs}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 1.328018}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.204385}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 6.956545}}}{space 1}
{space 0}{space 0}{ralign 12:lag_lpolice}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 1.463473}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.665901}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 8.633018}}}{space 1}
{space 0}{space 0}{ralign 12:sum_shame}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 2.649778}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.694644}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 7.640123}}}{space 1}
{space 0}{space 0}{ralign 12:sum_coord}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 1.863585}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.018718}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 6.487684}}}{space 1}
{space 0}{space 0}{ralign 12:sum_resource}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 2.266177}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.353881}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 6.704414}}}{space 1}
{space 0}{space 0}{ralign 12:all_words}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 2.926488}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.956838}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 8.174985}}}{space 1}
{space 0}{space 0}{ralign 12:conflict_t~e}{space 1}{c |}{space 1}{ralign 9:{res:{sf: .4537037}}}{space 1}{space 1}{ralign 9:{res:{sf: .4986221}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}
{space 0}{space 0}{ralign 12:dead_log}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 9.470583}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.709453}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.258096}}}{space 1}{space 1}{ralign 9:{res:{sf: 14.64842}}}{space 1}
{space 0}{space 0}{ralign 12:war_dur_mo~s}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 134.0988}}}{space 1}{space 1}{ralign 9:{res:{sf: 131.0872}}}{space 1}{space 1}{ralign 9:{res:{sf:        6}}}{space 1}{space 1}{ralign 9:{res:{sf:      433}}}{space 1}
{space 0}{space 0}{ralign 12:infant_wb}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 64.06327}}}{space 1}{space 1}{ralign 9:{res:{sf: 37.05268}}}{space 1}{space 1}{ralign 9:{res:{sf:      4.9}}}{space 1}{space 1}{ralign 9:{res:{sf:    154.4}}}{space 1}
{space 0}{space 0}{ralign 12:merged_gdp~h}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 5.337474}}}{space 1}{space 1}{ralign 9:{res:{sf:  9.86103}}}{space 1}{space 1}{ralign 9:{res:{sf:-50.24807}}}{space 1}{space 1}{ralign 9:{res:{sf: 88.95766}}}{space 1}
{space 0}{space 0}{ralign 12:lag_constr~t}{space 1}{c |}{space 1}{ralign 9:{res:{sf: .5339506}}}{space 1}{space 1}{ralign 9:{res:{sf: .4996176}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}
{space 0}{space 0}{ralign 12:donor_implem}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 1.277778}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.341179}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        3}}}{space 1}
{space 0}{space 0}{ralign 12:io_or_civi~s}{space 1}{c |}{space 1}{ralign 9:{res:{sf: .4598765}}}{space 1}{space 1}{ralign 9:{res:{sf: .4991584}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}
{space 0}{space 0}{ralign 12:PTS_S}{space 1}{c |}{space 1}{ralign 9:{res:{sf:  3.04321}}}{space 1}{space 1}{ralign 9:{res:{sf: .9366878}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:        5}}}{space 1}
{space 0}{space 0}{ralign 12:v2x_cspart}{space 1}{c |}{space 1}{ralign 9:{res:{sf: .6840185}}}{space 1}{space 1}{ralign 9:{res:{sf: .1680771}}}{space 1}{space 1}{ralign 9:{res:{sf:     .161}}}{space 1}{space 1}{ralign 9:{res:{sf:     .959}}}{space 1}
{space 0}{space 0}{ralign 12:external_m~s}{space 1}{c |}{space 1}{ralign 9:{res:{sf: .0798611}}}{space 1}{space 1}{ralign 9:{res:{sf: .2715499}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}
({res}est1{txt} stored)

{com}. 
. esttab . using "Table A2.tex", r cells("mean sd min max") nonumber noobs label
{res}{txt}(output written to {browse  `"Table A2.tex"'})

{com}. 
. 
{txt}end of do-file

{com}. *Figure A4
. do "Figure A4.do"
{txt}
{com}. *Figure A4
. *Interaction Model* 
. eststo m1: xtreg agg_implem_wo c.all_words##c.sum_un infant_wb lag_constraint merged_gdp, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4775{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1798{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1671{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}6{txt},{res}33{txt}){col 67}={col 70}{res}    14.49
{txt}corr(u_i, Xb){col 16}= {res}-0.5667{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}all_words {c |}{col 14}{res}{space 2} 5.550434{col 26}{space 2} 1.302811{col 37}{space 1}    4.26{col 46}{space 3}0.000{col 54}{space 4} 2.899845{col 67}{space 3} 8.201023
{txt}{space 6}sum_un {c |}{col 14}{res}{space 2} .6533808{col 26}{space 2} .8871416{col 37}{space 1}    0.74{col 46}{space 3}0.467{col 54}{space 4}-1.151522{col 67}{space 3} 2.458284
{txt}{space 12} {c |}
{space 1}c.all_words#{c |}
{space 4}c.sum_un {c |}{col 14}{res}{space 2}-.0745742{col 26}{space 2} .1638697{col 37}{space 1}   -0.46{col 46}{space 3}0.652{col 54}{space 4}-.4079696{col 67}{space 3} .2588212
{txt}{space 12} {c |}
{space 3}infant_wb {c |}{col 14}{res}{space 2} -.408711{col 26}{space 2} .1298287{col 37}{space 1}   -3.15{col 46}{space 3}0.003{col 54}{space 4}-.6728496{col 67}{space 3}-.1445725
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 9.641266{col 26}{space 2}  3.61482{col 37}{space 1}    2.67{col 46}{space 3}0.012{col 54}{space 4} 2.286859{col 67}{space 3} 16.99567
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0853106{col 26}{space 2} .0712157{col 37}{space 1}    1.20{col 46}{space 3}0.239{col 54}{space 4}-.0595787{col 67}{space 3}    .2302
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 68.29411{col 26}{space 2}  10.4602{col 37}{space 1}    6.53{col 46}{space 3}0.000{col 54}{space 4} 47.01268{col 67}{space 3} 89.57554
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 21.807321
     {txt}sigma_e {c |} {res} 9.7822518
         {txt}rho {c |} {res} .83248637{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
{space 3}all_words {c |} {res}     3.54    0.282615
{txt}{space 6}sum_un {c |} {res}    10.07    0.099276
{txt}{space 1}c.all_words#{c |}
{space 4}c.sum_un {c |} {res}    11.35    0.088129
{txt}{space 3}infant_wb {c |} {res}     2.20    0.454542
{txt}lag_constr~t {c |} {res}     1.43    0.699626
{txt}merged_gdp~h {c |} {res}     1.32    0.758465
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     4.98
{txt}
{com}. 
. margins, dydx(all_words) at(sum_un=(0(1)10)) 
{res}
{txt}Average marginal effects{col 49}Number of obs{col 67}= {res}       322
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:dy/dx w.r.t.}:{space 1}{res:all_words}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:sum_un}{space 10}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:sum_un}{space 10}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:sum_un}{space 10}{txt:=} {space 10}2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:sum_un}{space 10}{txt:=} {space 10}3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:sum_un}{space 10}{txt:=} {space 10}4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:sum_un}{space 10}{txt:=} {space 10}5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:sum_un}{space 10}{txt:=} {space 10}6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:sum_un}{space 10}{txt:=} {space 10}7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:sum_un}{space 10}{txt:=} {space 10}8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:sum_un}{space 10}{txt:=} {space 10}9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:sum_un}{space 10}{txt:=} {space 9}10}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}      dy/dx{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}all_words    {txt}{c |}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 5.550434{col 26}{space 2} 1.302811{col 37}{space 1}    4.26{col 46}{space 3}0.000{col 54}{space 4} 2.996971{col 67}{space 3} 8.103896
{txt}{space 10}2  {c |}{col 14}{res}{space 2}  5.47586{col 26}{space 2}  1.24558{col 37}{space 1}    4.40{col 46}{space 3}0.000{col 54}{space 4} 3.034568{col 67}{space 3} 7.917152
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 5.401286{col 26}{space 2} 1.208027{col 37}{space 1}    4.47{col 46}{space 3}0.000{col 54}{space 4} 3.033596{col 67}{space 3} 7.768975
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 5.326711{col 26}{space 2} 1.192013{col 37}{space 1}    4.47{col 46}{space 3}0.000{col 54}{space 4} 2.990408{col 67}{space 3} 7.663015
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 5.252137{col 26}{space 2} 1.198403{col 37}{space 1}    4.38{col 46}{space 3}0.000{col 54}{space 4} 2.903311{col 67}{space 3} 7.600963
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 5.177563{col 26}{space 2} 1.226845{col 37}{space 1}    4.22{col 46}{space 3}0.000{col 54}{space 4} 2.772991{col 67}{space 3} 7.582135
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 5.102989{col 26}{space 2} 1.275866{col 37}{space 1}    4.00{col 46}{space 3}0.000{col 54}{space 4} 2.602337{col 67}{space 3} 7.603641
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 5.028415{col 26}{space 2} 1.343215{col 37}{space 1}    3.74{col 46}{space 3}0.000{col 54}{space 4} 2.395761{col 67}{space 3} 7.661068
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 4.953841{col 26}{space 2} 1.426298{col 37}{space 1}    3.47{col 46}{space 3}0.001{col 54}{space 4} 2.158348{col 67}{space 3} 7.749333
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.879266{col 26}{space 2} 1.522541{col 37}{space 1}    3.20{col 46}{space 3}0.001{col 54}{space 4}  1.89514{col 67}{space 3} 7.863392
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 4.804692{col 26}{space 2} 1.629615{col 37}{space 1}    2.95{col 46}{space 3}0.003{col 54}{space 4} 1.610706{col 67}{space 3} 7.998678
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. marginsplot, recast(line) recastci(rline) yscale(range(0 10)) ylabel(0(2)10) ///
> ciopts(lpattern(dash) lcolor(black)) ///
> title("") plotopts(lcolor(black) plotregion(color(white)) graphregion(color(white))) ///
> xtitle(Logged Total UN Personnel) ytitle(Marginal Effect of All Approaches on Implementation)
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: sum_un{p_end}
{res}{txt}
{com}. 
. graph export "Figure A4.pdf", replace
{txt}(file Figure A4.pdf written in PDF format)

{com}. 
{txt}end of do-file

{com}. 
. *Table A5
. do "Table A5.do"
{txt}
{com}. *Table A5
. 
. est clear 
{txt}
{com}. eststo m1: xtreg agg_implem_wo shame_prop lag_runner lag_l* infant_wb lag_constraint merged_gdp, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4568{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1416{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1273{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}8{txt},{res}33{txt}){col 67}={col 70}{res}    14.41
{txt}corr(u_i, Xb){col 16}= {res}-0.5723{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}shame_prop {c |}{col 14}{res}{space 2} 2.641147{col 26}{space 2} .8259476{col 37}{space 1}    3.20{col 46}{space 3}0.003{col 54}{space 4} .9607436{col 67}{space 3}  4.32155
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .9004593{col 26}{space 2} .3118804{col 37}{space 1}    2.89{col 46}{space 3}0.007{col 54}{space 4} .2659339{col 67}{space 3} 1.534985
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .8114789{col 26}{space 2} .3250927{col 37}{space 1}    2.50{col 46}{space 3}0.018{col 54}{space 4} .1500729{col 67}{space 3} 1.472885
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.2544992{col 26}{space 2} .4879911{col 37}{space 1}   -0.52{col 46}{space 3}0.605{col 54}{space 4}-1.247325{col 67}{space 3} .7383262
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.2559203{col 26}{space 2} .7456536{col 37}{space 1}   -0.34{col 46}{space 3}0.734{col 54}{space 4}-1.772964{col 67}{space 3} 1.261123
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.4357304{col 26}{space 2} .1423361{col 37}{space 1}   -3.06{col 46}{space 3}0.004{col 54}{space 4}-.7253154{col 67}{space 3}-.1461455
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 6.673295{col 26}{space 2} 4.829169{col 37}{space 1}    1.38{col 46}{space 3}0.176{col 54}{space 4}-3.151724{col 67}{space 3} 16.49831
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1006904{col 26}{space 2} .0729345{col 37}{space 1}    1.38{col 46}{space 3}0.177{col 54}{space 4} -.047696{col 67}{space 3} .2490768
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 74.72682{col 26}{space 2} 10.78514{col 37}{space 1}    6.93{col 46}{space 3}0.000{col 54}{space 4} 52.78429{col 67}{space 3} 96.66936
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 22.432212
     {txt}sigma_e {c |} {res} 10.009862
         {txt}rho {c |} {res} .83394583{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
{space 4}lag_lobs {c |} {res}     6.73    0.148670
{txt}{space 1}lag_lpolice {c |} {res}     5.56    0.179891
{txt}{space 2}lag_ltroop {c |} {res}     4.43    0.225732
{txt}{space 2}shame_prop {c |} {res}     3.23    0.309120
{txt}{space 2}lag_runner {c |} {res}     3.15    0.317790
{txt}{space 3}infant_wb {c |} {res}     2.31    0.432479
{txt}lag_constr~t {c |} {res}     1.50    0.665450
{txt}merged_gdp~h {c |} {res}     1.31    0.763818
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     3.53
{txt}
{com}. 
. eststo m2: xtreg agg_implem_wo resource_prop lag_runner lag_l* infant_wb lag_constraint merged_gdp, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4761{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.2257{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.2065{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}8{txt},{res}33{txt}){col 67}={col 70}{res}    14.98
{txt}corr(u_i, Xb){col 16}= {res}-0.4706{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
resource_p~p {c |}{col 14}{res}{space 2} 6.688572{col 26}{space 2} 1.472882{col 37}{space 1}    4.54{col 46}{space 3}0.000{col 54}{space 4} 3.691972{col 67}{space 3} 9.685173
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .7892658{col 26}{space 2}  .280107{col 37}{space 1}    2.82{col 46}{space 3}0.008{col 54}{space 4} .2193838{col 67}{space 3} 1.359148
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} 1.014889{col 26}{space 2} .3561927{col 37}{space 1}    2.85{col 46}{space 3}0.007{col 54}{space 4} .2902097{col 67}{space 3} 1.739569
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.4081427{col 26}{space 2} .5033969{col 37}{space 1}   -0.81{col 46}{space 3}0.423{col 54}{space 4}-1.432311{col 67}{space 3}  .616026
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.5433031{col 26}{space 2} .7742171{col 37}{space 1}   -0.70{col 46}{space 3}0.488{col 54}{space 4} -2.11846{col 67}{space 3} 1.031853
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2} -.389101{col 26}{space 2} .1396436{col 37}{space 1}   -2.79{col 46}{space 3}0.009{col 54}{space 4}-.6732081{col 67}{space 3}-.1049938
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.229897{col 26}{space 2} 4.712565{col 37}{space 1}    1.53{col 46}{space 3}0.135{col 54}{space 4} -2.35789{col 67}{space 3} 16.81768
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0946696{col 26}{space 2}  .066327{col 37}{space 1}    1.43{col 46}{space 3}0.163{col 54}{space 4}-.0402737{col 67}{space 3} .2296129
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 70.51066{col 26}{space 2} 10.34856{col 37}{space 1}    6.81{col 46}{space 3}0.000{col 54}{space 4} 49.45634{col 67}{space 3} 91.56497
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res}  19.78635
     {txt}sigma_e {c |} {res} 9.8305028
         {txt}rho {c |} {res} .80202586{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
{space 4}lag_lobs {c |} {res}     6.72    0.148703
{txt}{space 1}lag_lpolice {c |} {res}     5.63    0.177583
{txt}{space 2}lag_ltroop {c |} {res}     4.42    0.226233
{txt}resource_p~p {c |} {res}     3.29    0.304334
{txt}{space 2}lag_runner {c |} {res}     3.13    0.319140
{txt}{space 3}infant_wb {c |} {res}     2.49    0.402166
{txt}lag_constr~t {c |} {res}     1.50    0.665165
{txt}merged_gdp~h {c |} {res}     1.30    0.768694
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     3.56
{txt}
{com}. 
. eststo m3: xtreg agg_implem_wo coord_prop lag_runner lag_l* infant_wb lag_constraint merged_gdp, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4448{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1724{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1288{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}8{txt},{res}33{txt}){col 67}={col 70}{res}    16.01
{txt}corr(u_i, Xb){col 16}= {res}-0.5817{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}coord_prop {c |}{col 14}{res}{space 2} 8.501379{col 26}{space 2} 3.273824{col 37}{space 1}    2.60{col 46}{space 3}0.014{col 54}{space 4} 1.840734{col 67}{space 3} 15.16202
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .8295604{col 26}{space 2} .2897449{col 37}{space 1}    2.86{col 46}{space 3}0.007{col 54}{space 4} .2400699{col 67}{space 3} 1.419051
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} 1.083955{col 26}{space 2} .3433106{col 37}{space 1}    3.16{col 46}{space 3}0.003{col 54}{space 4} .3854846{col 67}{space 3} 1.782426
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} -.357432{col 26}{space 2} .5065455{col 37}{space 1}   -0.71{col 46}{space 3}0.485{col 54}{space 4}-1.388006{col 67}{space 3} .6731425
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.3372751{col 26}{space 2}  .709417{col 37}{space 1}   -0.48{col 46}{space 3}0.638{col 54}{space 4}-1.780595{col 67}{space 3} 1.106045
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.4608982{col 26}{space 2} .1424403{col 37}{space 1}   -3.24{col 46}{space 3}0.003{col 54}{space 4}-.7506952{col 67}{space 3}-.1711012
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 5.625591{col 26}{space 2} 4.474031{col 37}{space 1}    1.26{col 46}{space 3}0.217{col 54}{space 4}-3.476893{col 67}{space 3} 14.72807
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1562985{col 26}{space 2} .0793544{col 37}{space 1}    1.97{col 46}{space 3}0.057{col 54}{space 4}-.0051492{col 67}{space 3} .3177462
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 78.65462{col 26}{space 2} 10.96404{col 37}{space 1}    7.17{col 46}{space 3}0.000{col 54}{space 4}  56.3481{col 67}{space 3} 100.9611
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 22.205753
     {txt}sigma_e {c |} {res} 10.119501
         {txt}rho {c |} {res} .82803639{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
{space 4}lag_lobs {c |} {res}     6.73    0.148669
{txt}{space 1}lag_lpolice {c |} {res}     5.57    0.179450
{txt}{space 2}lag_ltroop {c |} {res}     4.46    0.224000
{txt}{space 2}lag_runner {c |} {res}     3.35    0.298932
{txt}{space 2}coord_prop {c |} {res}     3.19    0.313743
{txt}{space 3}infant_wb {c |} {res}     2.11    0.473516
{txt}lag_constr~t {c |} {res}     1.49    0.669754
{txt}merged_gdp~h {c |} {res}     1.26    0.791308
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     3.52
{txt}
{com}. 
. esttab m* using "Table A5.tex", se r2 replace
{res}{txt}(output written to {browse  `"Table A5.tex"'})

{com}. 
{txt}end of do-file

{com}. 
. *Table A6
. do "Table A6.do"
{txt}
{com}. *Table A6
. est clear
{txt}
{com}. eststo m1: xtreg agg_implem_wo sum_shame PTS_S lag_runner lag_l* infant_wb lag_constraint merged_gdp, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4911{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1658{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1678{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}9{txt},{res}33{txt}){col 67}={col 70}{res}    17.46
{txt}corr(u_i, Xb){col 16}= {res}-0.5425{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_shame {c |}{col 14}{res}{space 2} 5.362962{col 26}{space 2} 1.286914{col 37}{space 1}    4.17{col 46}{space 3}0.000{col 54}{space 4} 2.744715{col 67}{space 3} 7.981209
{txt}{space 7}PTS_S {c |}{col 14}{res}{space 2}-.1244898{col 26}{space 2} 1.638708{col 37}{space 1}   -0.08{col 46}{space 3}0.940{col 54}{space 4}-3.458466{col 67}{space 3} 3.209486
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .3795155{col 26}{space 2} .2589573{col 37}{space 1}    1.47{col 46}{space 3}0.152{col 54}{space 4}-.1473372{col 67}{space 3} .9063681
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .8069003{col 26}{space 2} .3363085{col 37}{space 1}    2.40{col 46}{space 3}0.022{col 54}{space 4} .1226756{col 67}{space 3} 1.491125
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.3533819{col 26}{space 2} .4567093{col 37}{space 1}   -0.77{col 46}{space 3}0.445{col 54}{space 4}-1.282564{col 67}{space 3} .5758001
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.4980411{col 26}{space 2} .7246291{col 37}{space 1}   -0.69{col 46}{space 3}0.497{col 54}{space 4} -1.97231{col 67}{space 3} .9762279
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3615439{col 26}{space 2} .1444964{col 37}{space 1}   -2.50{col 46}{space 3}0.017{col 54}{space 4} -.655524{col 67}{space 3}-.0675638
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.410231{col 26}{space 2} 4.604675{col 37}{space 1}    1.61{col 46}{space 3}0.117{col 54}{space 4}-1.958052{col 67}{space 3} 16.77851
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0827652{col 26}{space 2} .0626797{col 37}{space 1}    1.32{col 46}{space 3}0.196{col 54}{space 4}-.0447575{col 67}{space 3} .2102879
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 66.93275{col 26}{space 2}  8.91377{col 37}{space 1}    7.51{col 46}{space 3}0.000{col 54}{space 4} 48.79755{col 67}{space 3} 85.06795
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 21.649317
     {txt}sigma_e {c |} {res} 9.7058389
         {txt}rho {c |} {res} .83264533{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
{space 4}lag_lobs {c |} {res}     6.74    0.148379
{txt}{space 3}sum_shame {c |} {res}     6.68    0.149797
{txt}{space 7}PTS_S {c |} {res}     6.06    0.164995
{txt}{space 1}lag_lpolice {c |} {res}     5.64    0.177316
{txt}{space 2}lag_runner {c |} {res}     5.06    0.197743
{txt}{space 2}lag_ltroop {c |} {res}     4.47    0.223498
{txt}{space 3}infant_wb {c |} {res}     4.07    0.245931
{txt}lag_constr~t {c |} {res}     2.01    0.497601
{txt}merged_gdp~h {c |} {res}     1.33    0.752632
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     4.67
{txt}
{com}. 
. eststo m2: xtreg agg_implem_wo sum_reso PTS_S lag_runner lag_l* infant_wb lag_constraint merged_gdp, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.5011{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1902{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1943{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}9{txt},{res}33{txt}){col 67}={col 70}{res}    17.11
{txt}corr(u_i, Xb){col 16}= {res}-0.5029{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}{col 14}{res}{space 2} 6.846486{col 26}{space 2} 1.502098{col 37}{space 1}    4.56{col 46}{space 3}0.000{col 54}{space 4} 3.790444{col 67}{space 3} 9.902527
{txt}{space 7}PTS_S {c |}{col 14}{res}{space 2}-.2098027{col 26}{space 2} 1.627056{col 37}{space 1}   -0.13{col 46}{space 3}0.898{col 54}{space 4}-3.520072{col 67}{space 3} 3.100467
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .1961806{col 26}{space 2} .2586388{col 37}{space 1}    0.76{col 46}{space 3}0.454{col 54}{space 4} -.330024{col 67}{space 3} .7223852
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .9414217{col 26}{space 2} .3469064{col 37}{space 1}    2.71{col 46}{space 3}0.010{col 54}{space 4} .2356353{col 67}{space 3} 1.647208
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.4805892{col 26}{space 2} .4672789{col 37}{space 1}   -1.03{col 46}{space 3}0.311{col 54}{space 4}-1.431275{col 67}{space 3} .4700969
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.6750676{col 26}{space 2} .7220563{col 37}{space 1}   -0.93{col 46}{space 3}0.357{col 54}{space 4}-2.144102{col 67}{space 3} .7939669
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3421039{col 26}{space 2} .1436278{col 37}{space 1}   -2.38{col 46}{space 3}0.023{col 54}{space 4}-.6343168{col 67}{space 3} -.049891
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.887276{col 26}{space 2} 4.579419{col 37}{space 1}    1.72{col 46}{space 3}0.094{col 54}{space 4}-1.429623{col 67}{space 3} 17.20417
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0742502{col 26}{space 2} .0583785{col 37}{space 1}    1.27{col 46}{space 3}0.212{col 54}{space 4}-.0445216{col 67}{space 3} .1930221
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}  65.6692{col 26}{space 2} 8.706709{col 37}{space 1}    7.54{col 46}{space 3}0.000{col 54}{space 4} 47.95526{col 67}{space 3} 83.38313
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 20.731722
     {txt}sigma_e {c |} {res} 9.6106395
         {txt}rho {c |} {res} .82311388{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
sum_resource {c |} {res}     7.41    0.135000
{txt}{space 4}lag_lobs {c |} {res}     6.74    0.148384
{txt}{space 7}PTS_S {c |} {res}     5.85    0.170909
{txt}{space 1}lag_lpolice {c |} {res}     5.71    0.175077
{txt}{space 2}lag_runner {c |} {res}     5.44    0.183688
{txt}{space 2}lag_ltroop {c |} {res}     4.49    0.222864
{txt}{space 3}infant_wb {c |} {res}     4.14    0.241805
{txt}lag_constr~t {c |} {res}     2.00    0.498882
{txt}merged_gdp~h {c |} {res}     1.33    0.749320
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     4.79
{txt}
{com}. 
. eststo m3: xtreg agg_implem_wo sum_coord PTS_S lag_runner lag_l* infant_wb lag_constraint merged_gdp, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4976{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1996{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1844{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}9{txt},{res}33{txt}){col 67}={col 70}{res}    26.62
{txt}corr(u_i, Xb){col 16}= {res}-0.5108{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}{col 14}{res}{space 2} 8.027767{col 26}{space 2} 2.021439{col 37}{space 1}    3.97{col 46}{space 3}0.000{col 54}{space 4} 3.915117{col 67}{space 3} 12.14042
{txt}{space 7}PTS_S {c |}{col 14}{res}{space 2}-.3336284{col 26}{space 2} 1.656034{col 37}{space 1}   -0.20{col 46}{space 3}0.842{col 54}{space 4}-3.702854{col 67}{space 3} 3.035597
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .0639792{col 26}{space 2} .2796599{col 37}{space 1}    0.23{col 46}{space 3}0.820{col 54}{space 4}-.5049931{col 67}{space 3} .6329515
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .9365522{col 26}{space 2} .3586433{col 37}{space 1}    2.61{col 46}{space 3}0.013{col 54}{space 4} .2068868{col 67}{space 3} 1.666218
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.5998048{col 26}{space 2} .4990804{col 37}{space 1}   -1.20{col 46}{space 3}0.238{col 54}{space 4}-1.615191{col 67}{space 3}  .415582
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.5477586{col 26}{space 2} .6467488{col 37}{space 1}   -0.85{col 46}{space 3}0.403{col 54}{space 4}-1.863579{col 67}{space 3} .7680618
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3522831{col 26}{space 2} .1425675{col 37}{space 1}   -2.47{col 46}{space 3}0.019{col 54}{space 4}-.6423389{col 67}{space 3}-.0622274
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.248027{col 26}{space 2} 4.392474{col 37}{space 1}    1.65{col 46}{space 3}0.108{col 54}{space 4}-1.688528{col 67}{space 3} 16.18458
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1024184{col 26}{space 2} .0638864{col 37}{space 1}    1.60{col 46}{space 3}0.118{col 54}{space 4}-.0275594{col 67}{space 3} .2323962
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 68.23644{col 26}{space 2} 8.824352{col 37}{space 1}    7.73{col 46}{space 3}0.000{col 54}{space 4} 50.28316{col 67}{space 3} 86.18972
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 20.709267
     {txt}sigma_e {c |} {res} 9.6439566
         {txt}rho {c |} {res} .82178668{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
{space 3}sum_coord {c |} {res}     8.83    0.113289
{txt}{space 4}lag_lobs {c |} {res}     6.74    0.148377
{txt}{space 2}lag_runner {c |} {res}     6.53    0.153081
{txt}{space 7}PTS_S {c |} {res}     5.81    0.172117
{txt}{space 1}lag_lpolice {c |} {res}     5.69    0.175665
{txt}{space 2}lag_ltroop {c |} {res}     4.47    0.223691
{txt}{space 3}infant_wb {c |} {res}     4.07    0.245423
{txt}lag_constr~t {c |} {res}     1.93    0.516966
{txt}merged_gdp~h {c |} {res}     1.31    0.760579
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     5.04
{txt}
{com}. 
. esttab m* using "Table A6.tex", se r2 replace
{res}{txt}(output written to {browse  `"Table A6.tex"'})

{com}. 
{txt}end of do-file

{com}. 
. *Table A7
. do "Table A7.do"
{txt}
{com}. *Table A7
. est clear 
{txt}
{com}. eststo m1: xtreg agg_implem_wo sum_shame lag_runner lag_l* infant_wb lag_constraint merged_gdp external_miss, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       286
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4808{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1572{col 63}{txt}avg{col 67}={col 69}{res}       8.4
{txt}     overall = {res}0.1558{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}9{txt},{res}33{txt}){col 67}={col 70}{res}    16.96
{txt}corr(u_i, Xb){col 16}= {res}-0.5682{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_shame {c |}{col 14}{res}{space 2} 5.300134{col 26}{space 2}  1.31682{col 37}{space 1}    4.02{col 46}{space 3}0.000{col 54}{space 4} 2.621043{col 67}{space 3} 7.979224
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .5443232{col 26}{space 2} .2770551{col 37}{space 1}    1.96{col 46}{space 3}0.058{col 54}{space 4}-.0193497{col 67}{space 3} 1.107996
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .6809944{col 26}{space 2} .3334769{col 37}{space 1}    2.04{col 46}{space 3}0.049{col 54}{space 4} .0025306{col 67}{space 3} 1.359458
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.5230109{col 26}{space 2}  .528501{col 37}{space 1}   -0.99{col 46}{space 3}0.330{col 54}{space 4}-1.598254{col 67}{space 3} .5522325
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.0232353{col 26}{space 2} .7730294{col 37}{space 1}   -0.03{col 46}{space 3}0.976{col 54}{space 4}-1.595975{col 67}{space 3} 1.549505
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3759771{col 26}{space 2} .1614832{col 37}{space 1}   -2.33{col 46}{space 3}0.026{col 54}{space 4}-.7045171{col 67}{space 3}-.0474371
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.089286{col 26}{space 2} 4.883059{col 37}{space 1}    1.45{col 46}{space 3}0.156{col 54}{space 4}-2.845372{col 67}{space 3} 17.02394
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0765135{col 26}{space 2} .0616996{col 37}{space 1}    1.24{col 46}{space 3}0.224{col 54}{space 4}-.0490153{col 67}{space 3} .2020423
{txt}external_m~s {c |}{col 14}{res}{space 2}-2.753991{col 26}{space 2} 2.868733{col 37}{space 1}   -0.96{col 46}{space 3}0.344{col 54}{space 4}-8.590471{col 67}{space 3}  3.08249
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 67.91467{col 26}{space 2} 12.47456{col 37}{space 1}    5.44{col 46}{space 3}0.000{col 54}{space 4} 42.53498{col 67}{space 3} 93.29435
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 21.875756
     {txt}sigma_e {c |} {res} 10.092519
         {txt}rho {c |} {res} .82450447{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}286
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
{space 4}lag_lobs {c |} {res}     6.41    0.156011
{txt}{space 3}sum_shame {c |} {res}     5.94    0.168389
{txt}{space 1}lag_lpolice {c |} {res}     4.64    0.215656
{txt}{space 2}lag_runner {c |} {res}     4.49    0.222778
{txt}{space 2}lag_ltroop {c |} {res}     3.84    0.260472
{txt}{space 3}infant_wb {c |} {res}     2.35    0.426072
{txt}lag_constr~t {c |} {res}     1.44    0.694882
{txt}merged_gdp~h {c |} {res}     1.31    0.760682
{txt}external_m~s {c |} {res}     1.14    0.875741
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     3.51
{txt}
{com}. quiet xtreg agg_implem_wo sum_shame lag_runner lag_l* infant_wb lag_constraint merged_gdp external_miss, cluster(pam_caseid)
{txt}
{com}. xtoverid

{txt}Test of overidentifying restrictions: fixed vs random effects
Cross-section time-series model: xtreg re  robust cluster(pam_caseid)
Sargan-Hansen statistic{res}{col 25} 38.964{txt}  Chi-sq({res}9{txt}){col 47}P-value = {res}0.0000
{txt}
{com}. 
. eststo m2: xtreg agg_implem_wo sum_resource lag_runner lag_l* infant_wb lag_constraint merged_gdp external_miss, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       286
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4891{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1835{col 63}{txt}avg{col 67}={col 69}{res}       8.4
{txt}     overall = {res}0.1828{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}9{txt},{res}33{txt}){col 67}={col 70}{res}    17.11
{txt}corr(u_i, Xb){col 16}= {res}-0.5276{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}{col 14}{res}{space 2}  6.80603{col 26}{space 2}  1.54772{col 37}{space 1}    4.40{col 46}{space 3}0.000{col 54}{space 4}  3.65717{col 67}{space 3} 9.954889
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .3300818{col 26}{space 2} .2769577{col 37}{space 1}    1.19{col 46}{space 3}0.242{col 54}{space 4}-.2333929{col 67}{space 3} .8935565
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .8045981{col 26}{space 2} .3643105{col 37}{space 1}    2.21{col 46}{space 3}0.034{col 54}{space 4} .0634027{col 67}{space 3} 1.545793
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.6561204{col 26}{space 2} .5191967{col 37}{space 1}   -1.26{col 46}{space 3}0.215{col 54}{space 4}-1.712434{col 67}{space 3} .4001934
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.1884368{col 26}{space 2} .7892128{col 37}{space 1}   -0.24{col 46}{space 3}0.813{col 54}{space 4}-1.794102{col 67}{space 3} 1.417229
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3558873{col 26}{space 2} .1615568{col 37}{space 1}   -2.20{col 46}{space 3}0.035{col 54}{space 4}-.6845772{col 67}{space 3}-.0271974
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.524402{col 26}{space 2} 4.840005{col 37}{space 1}    1.55{col 46}{space 3}0.130{col 54}{space 4}-2.322663{col 67}{space 3} 17.37147
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0652479{col 26}{space 2} .0589992{col 37}{space 1}    1.11{col 46}{space 3}0.277{col 54}{space 4}-.0547869{col 67}{space 3} .1852828
{txt}external_m~s {c |}{col 14}{res}{space 2}-3.343521{col 26}{space 2} 2.893419{col 37}{space 1}   -1.16{col 46}{space 3}0.256{col 54}{space 4}-9.230226{col 67}{space 3} 2.543185
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 66.44073{col 26}{space 2} 12.37515{col 37}{space 1}    5.37{col 46}{space 3}0.000{col 54}{space 4} 41.26328{col 67}{space 3} 91.61817
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 20.885443
     {txt}sigma_e {c |} {res} 10.011987
         {txt}rho {c |} {res} .81313924{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}286
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
sum_resource {c |} {res}     6.94    0.144182
{txt}{space 4}lag_lobs {c |} {res}     6.42    0.155839
{txt}{space 2}lag_runner {c |} {res}     4.99    0.200563
{txt}{space 1}lag_lpolice {c |} {res}     4.72    0.211686
{txt}{space 2}lag_ltroop {c |} {res}     3.82    0.261633
{txt}{space 3}infant_wb {c |} {res}     2.44    0.409198
{txt}lag_constr~t {c |} {res}     1.45    0.691718
{txt}merged_gdp~h {c |} {res}     1.32    0.759050
{txt}external_m~s {c |} {res}     1.14    0.877120
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     3.69
{txt}
{com}. quiet xtreg agg_implem_wo sum_resource lag_runner lag_l* infant_wb lag_constraint merged_gdp external_miss, cluster(pam_caseid)
{txt}
{com}. xtoverid

{txt}Test of overidentifying restrictions: fixed vs random effects
Cross-section time-series model: xtreg re  robust cluster(pam_caseid)
Sargan-Hansen statistic{res}{col 25} 38.571{txt}  Chi-sq({res}9{txt}){col 47}P-value = {res}0.0000
{txt}
{com}. 
. eststo m3: xtreg agg_implem_wo sum_coord lag_runner lag_l* infant_wb lag_constraint merged_gdp external_miss, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       286
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4889{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1742{col 63}{txt}avg{col 67}={col 69}{res}       8.4
{txt}     overall = {res}0.1644{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}9{txt},{res}33{txt}){col 67}={col 70}{res}    29.34
{txt}corr(u_i, Xb){col 16}= {res}-0.5418{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}{col 14}{res}{space 2} 8.409507{col 26}{space 2} 1.887959{col 37}{space 1}    4.45{col 46}{space 3}0.000{col 54}{space 4} 4.568427{col 67}{space 3} 12.25059
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .1409768{col 26}{space 2} .2815549{col 37}{space 1}    0.50{col 46}{space 3}0.620{col 54}{space 4}-.4318509{col 67}{space 3} .7138045
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .7046291{col 26}{space 2} .3633234{col 37}{space 1}    1.94{col 46}{space 3}0.061{col 54}{space 4}-.0345579{col 67}{space 3} 1.443816
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.7446071{col 26}{space 2} .5539145{col 37}{space 1}   -1.34{col 46}{space 3}0.188{col 54}{space 4}-1.871555{col 67}{space 3} .3823404
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.1062504{col 26}{space 2} .7232751{col 37}{space 1}   -0.15{col 46}{space 3}0.884{col 54}{space 4}-1.577765{col 67}{space 3} 1.365264
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3722327{col 26}{space 2} .1597306{col 37}{space 1}   -2.33{col 46}{space 3}0.026{col 54}{space 4}-.6972071{col 67}{space 3}-.0472583
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.352819{col 26}{space 2} 4.593076{col 37}{space 1}    1.60{col 46}{space 3}0.119{col 54}{space 4}-1.991864{col 67}{space 3}  16.6975
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1010338{col 26}{space 2} .0649452{col 37}{space 1}    1.56{col 46}{space 3}0.129{col 54}{space 4}-.0310982{col 67}{space 3} .2331659
{txt}external_m~s {c |}{col 14}{res}{space 2}  .484355{col 26}{space 2} 3.169033{col 37}{space 1}    0.15{col 46}{space 3}0.879{col 54}{space 4}-5.963092{col 67}{space 3} 6.931802
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 68.35971{col 26}{space 2} 12.20382{col 37}{space 1}    5.60{col 46}{space 3}0.000{col 54}{space 4} 43.53086{col 67}{space 3} 93.18856
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 21.246175
     {txt}sigma_e {c |} {res} 10.013686
         {txt}rho {c |} {res} .81823696{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}286
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
{space 3}sum_coord {c |} {res}     7.99    0.125121
{txt}{space 4}lag_lobs {c |} {res}     6.41    0.156084
{txt}{space 2}lag_runner {c |} {res}     5.76    0.173690
{txt}{space 1}lag_lpolice {c |} {res}     4.69    0.212998
{txt}{space 2}lag_ltroop {c |} {res}     3.86    0.259048
{txt}{space 3}infant_wb {c |} {res}     2.33    0.429547
{txt}lag_constr~t {c |} {res}     1.43    0.698050
{txt}merged_gdp~h {c |} {res}     1.29    0.775117
{txt}external_m~s {c |} {res}     1.14    0.876677
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     3.88
{txt}
{com}. quiet xtreg agg_implem_wo sum_coord lag_runner lag_l* infant_wb lag_constraint merged_gdp external_miss,  cluster(pam_caseid)
{txt}
{com}. xtoverid

{txt}Test of overidentifying restrictions: fixed vs random effects
Cross-section time-series model: xtreg re  robust cluster(pam_caseid)
Sargan-Hansen statistic{res}{col 25} 54.700{txt}  Chi-sq({res}9{txt}){col 47}P-value = {res}0.0000
{txt}
{com}. 
. esttab m* using "Table A7.tex", se r2 replace
{res}{txt}(output written to {browse  `"Table A7.tex"'})

{com}. 
{txt}end of do-file

{com}. 
. *Table A8
. do "Table A8.do"
{txt}
{com}. *Table A8
. eststo m4: xtreg agg_implem_wo all_words lag_runner lag_l* infant_wb lag_constraint merged_gdp, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4905{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1739{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1739{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}8{txt},{res}33{txt}){col 67}={col 70}{res}    19.50
{txt}corr(u_i, Xb){col 16}= {res}-0.5380{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}all_words {c |}{col 14}{res}{space 2} 4.805693{col 26}{space 2} 1.185158{col 37}{space 1}    4.05{col 46}{space 3}0.000{col 54}{space 4} 2.394471{col 67}{space 3} 7.216916
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .4172594{col 26}{space 2} .2563907{col 37}{space 1}    1.63{col 46}{space 3}0.113{col 54}{space 4}-.1043714{col 67}{space 3} .9388901
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2}  .831587{col 26}{space 2} .3254755{col 37}{space 1}    2.55{col 46}{space 3}0.015{col 54}{space 4} .1694022{col 67}{space 3} 1.493772
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.3510571{col 26}{space 2} .4609146{col 37}{space 1}   -0.76{col 46}{space 3}0.452{col 54}{space 4}-1.288795{col 67}{space 3} .5866807
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.5190134{col 26}{space 2} .7534424{col 37}{space 1}   -0.69{col 46}{space 3}0.496{col 54}{space 4}-2.051903{col 67}{space 3} 1.013877
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3603815{col 26}{space 2} .1425448{col 37}{space 1}   -2.53{col 46}{space 3}0.016{col 54}{space 4} -.650391{col 67}{space 3} -.070372
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.321962{col 26}{space 2} 4.603436{col 37}{space 1}    1.59{col 46}{space 3}0.121{col 54}{space 4}-2.043799{col 67}{space 3} 16.68772
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0872624{col 26}{space 2} .0629155{col 37}{space 1}    1.39{col 46}{space 3}0.175{col 54}{space 4}-.0407402{col 67}{space 3}  .215265
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 66.41116{col 26}{space 2} 10.91923{col 37}{space 1}    6.08{col 46}{space 3}0.000{col 54}{space 4} 44.19581{col 67}{space 3} 88.62651
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 21.454348
     {txt}sigma_e {c |} {res} 9.6942109
         {txt}rho {c |} {res} .83044676{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
{space 4}lag_lobs {c |} {res}     6.72    0.148735
{txt}{space 3}all_words {c |} {res}     5.72    0.174735
{txt}{space 1}lag_lpolice {c |} {res}     5.63    0.177475
{txt}{space 2}lag_runner {c |} {res}     4.53    0.220815
{txt}{space 2}lag_ltroop {c |} {res}     4.42    0.226267
{txt}{space 3}infant_wb {c |} {res}     2.36    0.423024
{txt}lag_constr~t {c |} {res}     1.50    0.667001
{txt}merged_gdp~h {c |} {res}     1.31    0.762422
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     4.03
{txt}
{com}. 
. esttab m* using "Table A8.tex", se r2 replace
{res}{txt}(output written to {browse  `"Table A8.tex"'})

{com}. est clear
{txt}
{com}. 
{txt}end of do-file

{com}. 
. *Table A9
. do "Table A9.do"
{txt}
{com}. *Table A9
. 
. *Setup
. preserve
{txt}
{com}. set seed 1015
{txt}
{com}. keep agg_implem_wo sum_shame sum_resource sum_coord sum_words lag_runner lag_l* infant_wb lag_constraint merged_gdp pam_caseid
{txt}
{com}. center sum_shame sum_resource sum_coord sum_words lag_runner lag_l* infant_wb lag_constraint merged_gdp, standardize
{txt}(generated variables: c_sum_shame c_sum_resource c_sum_coord c_sum_words c_lag_runner c_lag_ltroop c_lag_lpolice c_lag_lobs c_infant_wb c_lag_constraint c_merged_gdp_growth)

{com}. 
. *Model 2-running out of order for ease of writing code
. eststo enet2: elasticregress agg_implem_wo c_* i.pam_caseid, epsilon(0.00000001)
{res}
{txt}Elastic-net regression{col 40}Number of observations{col 67}= {res}       322
{col 40}{txt}R-squared{col 67}= {res}    0.8325
{col 40}{txt}alpha{col 67}= {res}    0.0000
{col 40}{txt}lambda{col 67}= {res}    0.0109
{col 40}{txt}Cross-validation MSE{col 67}= {res}  112.3005
{col 40}{txt}Number of folds{col 67}= {res}        10
{col 40}{txt}Number of alpha tested{col 67}= {res}         6
{col 40}{txt}Number of lambda tested{col 67}= {res}       100
{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}agg_implem~o{col 14}{c |}      Coef.
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}c_sum_shame {c |}{col 14}{res}{space 2}  2.49959
{txt}c_sum_reso~e {c |}{col 14}{res}{space 2} 7.032211
{txt}{space 1}c_sum_coord {c |}{col 14}{res}{space 2} 6.425751
{txt}{space 1}c_sum_words {c |}{col 14}{res}{space 2}-.2208212
{txt}c_lag_runner {c |}{col 14}{res}{space 2} 1.569839
{txt}c_lag_ltroop {c |}{col 14}{res}{space 2} 2.626477
{txt}c_lag_lpol~e {c |}{col 14}{res}{space 2}-.7676252
{txt}{space 2}c_lag_lobs {c |}{col 14}{res}{space 2}-1.602983
{txt}{space 1}c_infant_wb {c |}{col 14}{res}{space 2} -9.17071
{txt}c_lag_cons~t {c |}{col 14}{res}{space 2} 4.185697
{txt}c_merged_g~h {c |}{col 14}{res}{space 2} .9644697
{txt}{space 12} {c |}
{space 2}pam_caseid {c |}
{space 10}1  {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (empty)
{space 10}2  {c |}{col 14}{res}{space 2}-5.210956
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 10.88193
{txt}{space 10}4  {c |}{col 14}{res}{space 2}-3.922008
{txt}{space 10}5  {c |}{col 14}{res}{space 2} -44.5408
{txt}{space 10}6  {c |}{col 14}{res}{space 2}-11.08868
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 27.27501
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 18.59974
{txt}{space 10}9  {c |}{col 14}{res}{space 2}-29.94623
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 11.44649
{txt}{space 9}11  {c |}{col 14}{res}{space 2}-23.04575
{txt}{space 9}12  {c |}{col 14}{res}{space 2}-17.54644
{txt}{space 9}13  {c |}{col 14}{res}{space 2} -31.4813
{txt}{space 9}14  {c |}{col 14}{res}{space 2}-8.043471
{txt}{space 9}15  {c |}{col 14}{res}{space 2} 19.45754
{txt}{space 9}16  {c |}{col 14}{res}{space 2}-11.64305
{txt}{space 9}17  {c |}{col 14}{res}{space 2}-21.73754
{txt}{space 9}18  {c |}{col 14}{res}{space 2} 28.45515
{txt}{space 9}19  {c |}{col 14}{res}{space 2} 3.791216
{txt}{space 9}20  {c |}{col 14}{res}{space 2}-37.55076
{txt}{space 9}21  {c |}{col 14}{res}{space 2} 16.77826
{txt}{space 9}22  {c |}{col 14}{res}{space 2} 26.73302
{txt}{space 9}23  {c |}{col 14}{res}{space 2}-1.674556
{txt}{space 9}24  {c |}{col 14}{res}{space 2}-22.48502
{txt}{space 9}25  {c |}{col 14}{res}{space 2}-19.23033
{txt}{space 9}26  {c |}{col 14}{res}{space 2} 1.652209
{txt}{space 9}27  {c |}{col 14}{res}{space 2}-30.41624
{txt}{space 9}28  {c |}{col 14}{res}{space 2}-8.949991
{txt}{space 9}29  {c |}{col 14}{res}{space 2}-5.382221
{txt}{space 9}30  {c |}{col 14}{res}{space 2}-12.86806
{txt}{space 9}31  {c |}{col 14}{res}{space 2}-26.01976
{txt}{space 9}32  {c |}{col 14}{res}{space 2} 16.79841
{txt}{space 9}33  {c |}{col 14}{res}{space 2} 3.301375
{txt}{space 9}34  {c |}{col 14}{res}{space 2} 15.57344
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} 68.30978
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *Model 1
. drop c_sum_words
{txt}
{com}. set seed 1015
{txt}
{com}. eststo enet1: elasticregress agg_implem_wo c_* i.pam_caseid, epsilon(0.00000001)
{res}
{txt}Elastic-net regression{col 40}Number of observations{col 67}= {res}       322
{col 40}{txt}R-squared{col 67}= {res}    0.8320
{col 40}{txt}alpha{col 67}= {res}    0.0000
{col 40}{txt}lambda{col 67}= {res}    0.0132
{col 40}{txt}Cross-validation MSE{col 67}= {res}  112.1189
{col 40}{txt}Number of folds{col 67}= {res}        10
{col 40}{txt}Number of alpha tested{col 67}= {res}         6
{col 40}{txt}Number of lambda tested{col 67}= {res}       100
{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}agg_implem~o{col 14}{c |}      Coef.
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}c_sum_shame {c |}{col 14}{res}{space 2} 2.599083
{txt}c_sum_reso~e {c |}{col 14}{res}{space 2} 6.661176
{txt}{space 1}c_sum_coord {c |}{col 14}{res}{space 2} 6.265441
{txt}c_lag_runner {c |}{col 14}{res}{space 2} 1.659253
{txt}c_lag_ltroop {c |}{col 14}{res}{space 2} 2.513952
{txt}c_lag_lpol~e {c |}{col 14}{res}{space 2}-.6763025
{txt}{space 2}c_lag_lobs {c |}{col 14}{res}{space 2}-1.605885
{txt}{space 1}c_infant_wb {c |}{col 14}{res}{space 2}-8.765091
{txt}c_lag_cons~t {c |}{col 14}{res}{space 2} 4.223051
{txt}c_merged_g~h {c |}{col 14}{res}{space 2}   .98568
{txt}{space 12} {c |}
{space 2}pam_caseid {c |}
{space 10}1  {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (empty)
{space 10}2  {c |}{col 14}{res}{space 2}-4.759226
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 11.47598
{txt}{space 10}4  {c |}{col 14}{res}{space 2}-3.244992
{txt}{space 10}5  {c |}{col 14}{res}{space 2}-43.65982
{txt}{space 10}6  {c |}{col 14}{res}{space 2}-10.30965
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 27.07516
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 17.92902
{txt}{space 10}9  {c |}{col 14}{res}{space 2}-29.68704
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 11.05709
{txt}{space 9}11  {c |}{col 14}{res}{space 2}-22.77039
{txt}{space 9}12  {c |}{col 14}{res}{space 2}-17.22286
{txt}{space 9}13  {c |}{col 14}{res}{space 2}-32.23597
{txt}{space 9}14  {c |}{col 14}{res}{space 2}-8.357517
{txt}{space 9}15  {c |}{col 14}{res}{space 2} 19.51555
{txt}{space 9}16  {c |}{col 14}{res}{space 2}-11.37601
{txt}{space 9}17  {c |}{col 14}{res}{space 2}-21.71509
{txt}{space 9}18  {c |}{col 14}{res}{space 2} 28.27453
{txt}{space 9}19  {c |}{col 14}{res}{space 2} 3.764592
{txt}{space 9}20  {c |}{col 14}{res}{space 2} -37.8523
{txt}{space 9}21  {c |}{col 14}{res}{space 2} 16.63469
{txt}{space 9}22  {c |}{col 14}{res}{space 2} 26.20329
{txt}{space 9}23  {c |}{col 14}{res}{space 2}-1.350691
{txt}{space 9}24  {c |}{col 14}{res}{space 2}-21.91493
{txt}{space 9}25  {c |}{col 14}{res}{space 2}-18.50116
{txt}{space 9}26  {c |}{col 14}{res}{space 2} 1.811266
{txt}{space 9}27  {c |}{col 14}{res}{space 2}-30.46362
{txt}{space 9}28  {c |}{col 14}{res}{space 2}-8.880809
{txt}{space 9}29  {c |}{col 14}{res}{space 2}-5.101544
{txt}{space 9}30  {c |}{col 14}{res}{space 2}-12.80195
{txt}{space 9}31  {c |}{col 14}{res}{space 2}-25.60703
{txt}{space 9}32  {c |}{col 14}{res}{space 2} 17.12608
{txt}{space 9}33  {c |}{col 14}{res}{space 2} 3.526246
{txt}{space 9}34  {c |}{col 14}{res}{space 2} 15.62182
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}  68.1628
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. esttab enet1 enet2 using "Table A9.tex", se r2 replace
{res}{txt}(output written to {browse  `"Table A9.tex"'})

{com}. restore
{txt}
{com}. 
{txt}end of do-file

{com}. 
. *Table A10
. do "Table A10 and A11.do"
{txt}
{com}. *Table A10
. est clear
{txt}
{com}. eststo m1: xtologit donor_implem sum_resource lag_runner lag_l* infant_wb ///
> lag_constraint merged_gdp_growth if donor_prov==1, vce(cluster pam_caseid)
{res}{txt}
Fitting comparison model:

Iteration 0:{space 3}log likelihood = {res:-195.66301}  
Iteration 1:{space 3}log likelihood = {res:-157.52215}  
Iteration 2:{space 3}log likelihood = {res:-154.76842}  
Iteration 3:{space 3}log likelihood = {res:-154.75384}  
Iteration 4:{space 3}log likelihood = {res:-154.75384}  

Refining starting values:

Grid node 0:{space 3}log likelihood = {res:-143.31088}

Fitting full model:
{res}
{txt}Iteration 0:{space 3}log pseudolikelihood = {res:-143.31088}  
Iteration 1:{space 3}log pseudolikelihood = {res:-135.46704}  
Iteration 2:{space 3}log pseudolikelihood = {res: -134.0048}  
Iteration 3:{space 3}log pseudolikelihood = {res:-133.67963}  
Iteration 4:{space 3}log pseudolikelihood = {res:-133.65676}  
Iteration 5:{space 3}log pseudolikelihood = {res:-133.65653}  
Iteration 6:{space 3}log pseudolikelihood = {res:-133.65653}  
{res}
{txt}Random-effects ordered logistic regression{col 49}Number of obs{col 67}={col 69}{res}       177
{txt}Group variable: {res}pam_caseid{col 49}{txt}Number of groups{col 67}={col 69}{res}        19

{txt}Random effects u_i ~ {res}Gaussian{txt}{col 49}Obs per group:
{col 63}min{col 67}={col 69}{res}         2
{txt}{col 63}avg{col 67}={col 69}{res}       9.3
{txt}{col 63}max{col 67}={col 69}{res}        10

{txt}Integration method: {res}mvaghermite{txt}{col 49}Integration pts.{col 67}={col 70}{res}       12

{txt}{col 49}Wald chi2({res}8{txt}){col 67}={col 70}{res}    61.76
{txt}Log pseudolikelihood  = {res}-133.65653{col 49}{txt}Prob > chi2{col 67}={res}{col 73}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:19} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}donor_implem{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}{col 14}{res}{space 2} 1.317995{col 26}{space 2} .5797397{col 37}{space 1}    2.27{col 46}{space 3}0.023{col 54}{space 4} .1817261{col 67}{space 3} 2.454264
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}-.1280131{col 26}{space 2}  .142473{col 37}{space 1}   -0.90{col 46}{space 3}0.369{col 54}{space 4}-.4072551{col 67}{space 3} .1512289
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .0566027{col 26}{space 2} .1350882{col 37}{space 1}    0.42{col 46}{space 3}0.675{col 54}{space 4}-.2081654{col 67}{space 3} .3213708
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.1911458{col 26}{space 2} .2476967{col 37}{space 1}   -0.77{col 46}{space 3}0.440{col 54}{space 4}-.6766225{col 67}{space 3} .2943308
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2} .1103983{col 26}{space 2} .2464659{col 37}{space 1}    0.45{col 46}{space 3}0.654{col 54}{space 4}-.3726661{col 67}{space 3} .5934626
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.0746494{col 26}{space 2}  .036826{col 37}{space 1}   -2.03{col 46}{space 3}0.043{col 54}{space 4} -.146827{col 67}{space 3}-.0024718
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 1.177574{col 26}{space 2} .7371226{col 37}{space 1}    1.60{col 46}{space 3}0.110{col 54}{space 4}  -.26716{col 67}{space 3} 2.622308
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0687939{col 26}{space 2} .0218775{col 37}{space 1}    3.14{col 46}{space 3}0.002{col 54}{space 4} .0259147{col 67}{space 3} .1116731
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}/cut1 {c |}{col 14}{res}{space 2} -7.26984{col 26}{space 2} 3.091456{col 54}{space 4}-13.32898{col 67}{space 3}-1.210697
{txt}{space 7}/cut2 {c |}{col 14}{res}{space 2}-5.421593{col 26}{space 2} 3.016579{col 54}{space 4}-11.33398{col 67}{space 3} .4907941
{txt}{space 7}/cut3 {c |}{col 14}{res}{space 2} -2.44167{col 26}{space 2} 2.520731{col 54}{space 4}-7.382212{col 67}{space 3} 2.498872
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
   /sigma2_u {c |}{col 14}{res}{space 2} 7.617151{col 26}{space 2} 5.783283{col 54}{space 4} 1.719975{col 67}{space 3} 33.73362
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}19
{txt}Number of records is  {res}177
{txt}
{com}. 
. esttab m* using "Table A10.tex", se r2 replace
{res}{txt}(output written to {browse  `"Table A10.tex"'})

{com}. 
. *Table A11
. margins, dydx(sum_resource)
{res}
{txt}Average marginal effects{col 49}Number of obs{col 67}= {res}       177
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:dy/dx w.r.t.}:{space 1}{res:sum_resource}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:1._predict}:{space 1}{res:Pr(0.donor_implem), predict(pr outcome(0))}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:2._predict}:{space 1}{res:Pr(1.donor_implem), predict(pr outcome(1))}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:3._predict}:{space 1}{res:Pr(2.donor_implem), predict(pr outcome(2))}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:4._predict}:{space 1}{res:Pr(3.donor_implem), predict(pr outcome(3))}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}      dy/dx{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}sum_resource {txt}{c |}
{space 4}_predict {c |}
{space 10}1  {c |}{col 14}{res}{space 2}-.0573743{col 26}{space 2} .0254645{col 37}{space 1}   -2.25{col 46}{space 3}0.024{col 54}{space 4}-.1072837{col 67}{space 3}-.0074648
{txt}{space 10}2  {c |}{col 14}{res}{space 2} -.022742{col 26}{space 2} .0160192{col 37}{space 1}   -1.42{col 46}{space 3}0.156{col 54}{space 4}-.0541391{col 67}{space 3} .0086552
{txt}{space 10}3  {c |}{col 14}{res}{space 2}-.0265102{col 26}{space 2} .0104386{col 37}{space 1}   -2.54{col 46}{space 3}0.011{col 54}{space 4}-.0469694{col 67}{space 3}-.0060509
{txt}{space 10}4  {c |}{col 14}{res}{space 2} .1066264{col 26}{space 2} .0379369{col 37}{space 1}    2.81{col 46}{space 3}0.005{col 54}{space 4} .0322714{col 67}{space 3} .1809814
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
{txt}end of do-file

{com}. 
. *Table A12
. do "Table A12.do"
{txt}
{com}. *Table A12
. est clear
{txt}
{com}. eststo m1: reg io_or_civil_sigs sum_coord if year_count==1, cluster(ccode)

{txt}Linear regression                               Number of obs     = {res}        34
                                                {txt}F(1, 30)          =  {res}     1.27
                                                {txt}Prob > F          = {res}    0.2694
                                                {txt}R-squared         = {res}    0.0272
                                                {txt}Root MSE          =    {res} .50744

{txt}{ralign 78:(Std. Err. adjusted for {res:31} clusters in ccode)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}io_or_civi~s{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}{col 14}{res}{space 2} .0740271{col 26}{space 2} .0657896{col 37}{space 1}    1.13{col 46}{space 3}0.269{col 54}{space 4}-.0603332{col 67}{space 3} .2083874
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .4215323{col 26}{space 2} .1055616{col 37}{space 1}    3.99{col 46}{space 3}0.000{col 54}{space 4} .2059468{col 67}{space 3} .6371178
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. eststo m2: reg agg_implem_wo io_or_civil_sigs lag_l* ///
> infant_wb lag_constraint merged_gdp, cluster(pam_caseid)

{txt}Linear regression                               Number of obs     = {res}       322
                                                {txt}F(7, 33)          =  {res}     9.08
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1967
                                                {txt}Root MSE          =    {res} 19.901

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
io_or_civi~s {c |}{col 14}{res}{space 2} 13.73201{col 26}{space 2}  5.58322{col 37}{space 1}    2.46{col 46}{space 3}0.019{col 54}{space 4} 2.372863{col 67}{space 3} 25.09116
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} -1.15056{col 26}{space 2} .4766234{col 37}{space 1}   -2.41{col 46}{space 3}0.021{col 54}{space 4}-2.120258{col 67}{space 3}-.1808624
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} 3.766794{col 26}{space 2} .6697814{col 37}{space 1}    5.62{col 46}{space 3}0.000{col 54}{space 4} 2.404114{col 67}{space 3} 5.129475
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-1.809857{col 26}{space 2} 1.042692{col 37}{space 1}   -1.74{col 46}{space 3}0.092{col 54}{space 4} -3.93123{col 67}{space 3} .3115156
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.0581801{col 26}{space 2} .0638388{col 37}{space 1}   -0.91{col 46}{space 3}0.369{col 54}{space 4}-.1880611{col 67}{space 3} .0717009
{txt}lag_constr~t {c |}{col 14}{res}{space 2} .9866313{col 26}{space 2} 5.120478{col 37}{space 1}    0.19{col 46}{space 3}0.848{col 54}{space 4} -9.43106{col 67}{space 3} 11.40432
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .4126223{col 26}{space 2} .1251612{col 37}{space 1}    3.30{col 46}{space 3}0.002{col 54}{space 4} .1579799{col 67}{space 3} .6672646
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 58.26803{col 26}{space 2} 5.031199{col 37}{space 1}   11.58{col 46}{space 3}0.000{col 54}{space 4} 48.03198{col 67}{space 3} 68.50409
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. vif

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
{space 4}lag_lobs {c |} {res}     4.92    0.203296
{txt}{space 1}lag_lpolice {c |} {res}     3.96    0.252508
{txt}{space 2}lag_ltroop {c |} {res}     3.57    0.280471
{txt}lag_constr~t {c |} {res}     1.18    0.845998
{txt}{space 3}infant_wb {c |} {res}     1.18    0.849875
{txt}io_or_civi~s {c |} {res}     1.08    0.930098
{txt}merged_gdp~h {c |} {res}     1.03    0.966873
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     2.42
{txt}
{com}. unique pam_caseid if e(sample)
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. 
. eststo m3: reg agg_implem_wo io_or_civil_sigs lag_l* ///
> infant_wb lag_constraint merged_gdp v2x_cspart, cluster(pam_caseid)

{txt}Linear regression                               Number of obs     = {res}       322
                                                {txt}F(8, 33)          =  {res}     8.71
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.2016
                                                {txt}Root MSE          =    {res} 19.871

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
io_or_civi~s {c |}{col 14}{res}{space 2} 14.32099{col 26}{space 2} 5.604995{col 37}{space 1}    2.56{col 46}{space 3}0.015{col 54}{space 4} 2.917538{col 67}{space 3} 25.72443
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2}-1.135635{col 26}{space 2} .4553233{col 37}{space 1}   -2.49{col 46}{space 3}0.018{col 54}{space 4}-2.061997{col 67}{space 3}-.2092731
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} 3.902147{col 26}{space 2} .6645908{col 37}{space 1}    5.87{col 46}{space 3}0.000{col 54}{space 4} 2.550027{col 67}{space 3} 5.254267
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-1.991229{col 26}{space 2} .9831981{col 37}{space 1}   -2.03{col 46}{space 3}0.051{col 54}{space 4} -3.99156{col 67}{space 3} .0091027
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.0489116{col 26}{space 2} .0670276{col 37}{space 1}   -0.73{col 46}{space 3}0.471{col 54}{space 4}-.1852802{col 67}{space 3} .0874571
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 4.156433{col 26}{space 2} 4.781046{col 37}{space 1}    0.87{col 46}{space 3}0.391{col 54}{space 4}-5.570679{col 67}{space 3} 13.88354
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .4151459{col 26}{space 2} .1214682{col 37}{space 1}    3.42{col 46}{space 3}0.002{col 54}{space 4} .1680171{col 67}{space 3} .6622747
{txt}{space 2}v2x_cspart {c |}{col 14}{res}{space 2} -13.2689{col 26}{space 2} 12.73971{col 37}{space 1}   -1.04{col 46}{space 3}0.305{col 54}{space 4}-39.18803{col 67}{space 3} 12.65023
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 64.80137{col 26}{space 2} 7.662596{col 37}{space 1}    8.46{col 46}{space 3}0.000{col 54}{space 4}  49.2117{col 67}{space 3} 80.39104
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. vif

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
{space 4}lag_lobs {c |} {res}     4.99    0.200567
{txt}{space 1}lag_lpolice {c |} {res}     4.01    0.249073
{txt}{space 2}lag_ltroop {c |} {res}     3.57    0.280379
{txt}lag_constr~t {c |} {res}     2.24    0.447220
{txt}{space 2}v2x_cspart {c |} {res}     2.04    0.489276
{txt}{space 3}infant_wb {c |} {res}     1.23    0.815366
{txt}io_or_civi~s {c |} {res}     1.11    0.899649
{txt}merged_gdp~h {c |} {res}     1.03    0.966629
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}     2.53
{txt}
{com}. unique pam_caseid if e(sample)
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. 
. esttab m* using "Table A12.tex", se r2 replace
{res}{txt}(output written to {browse  `"Table A12.tex"'})

{com}. 
{txt}end of do-file

{com}. 
. *Figure A6
. do "Figure A6.do"
{txt}
{com}. *Figure A6
. xtset
{res}{txt}{col 8}panel variable:  {res}pam_caseid (unbalanced)
{txt}{col 9}time variable:  {res}{col 25}year_count, 1 to 10
{txt}{col 17}delta:  {res}1 unit
{txt}
{com}. preserve
{txt}
{com}. tempname myresults
{txt}
{com}. local i=0
{txt}
{com}. postfile `myresults' var beta se using myresults.dta, replace
{txt}
{com}. foreach v of varlist sum_shame sum_resource sum_coord {c -(}
{txt}  2{com}. local dv agg_implem_wo 
{txt}  3{com}. local iv lag_runn lag_l* infant_wb lag_constraint merged_gdp 
{txt}  4{com}. local i=`i'+1
{txt}  5{com}.         foreach model in ///
>         "xtreg `dv' `v' `iv', fe cluster(pam_caseid)" ///
>         "reg `dv' `v' `iv', cluster(pam_caseid)" ///
>         "xtreg `dv' `v' `iv', cluster(pam_caseid)" ///
>         "reg D.`dv' D.`v' D.(`iv'), cluster(pam_caseid)" ///
>         "xtreg `dv' `v', fe cluster(pam_caseid) "{c -(}
{txt}  6{com}.                 `model'
{txt}  7{com}.                 matrix b=e(b)
{txt}  8{com}.                 matrix se=e(V)
{txt}  9{com}.                 scalar beta=b[1,1]
{txt} 10{com}.                 scalar ses=se[1,1]
{txt} 11{com}.                 post `myresults' (`i') (beta) (ses)
{txt} 12{com}.                 
.                 {c )-}
{txt} 13{com}.         
.         
. {c )-}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4911{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1636{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1665{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}8{txt},{res}33{txt}){col 67}={col 70}{res}    19.60
{txt}corr(u_i, Xb){col 16}= {res}-0.5446{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_shame {c |}{col 14}{res}{space 2} 5.382612{col 26}{space 2} 1.333327{col 37}{space 1}    4.04{col 46}{space 3}0.000{col 54}{space 4} 2.669938{col 67}{space 3} 8.095287
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .3815676{col 26}{space 2} .2595541{col 37}{space 1}    1.47{col 46}{space 3}0.151{col 54}{space 4}-.1464993{col 67}{space 3} .9096344
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .8030379{col 26}{space 2} .3251297{col 37}{space 1}    2.47{col 46}{space 3}0.019{col 54}{space 4} .1415566{col 67}{space 3} 1.464519
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.3484382{col 26}{space 2} .4567302{col 37}{space 1}   -0.76{col 46}{space 3}0.451{col 54}{space 4}-1.277663{col 67}{space 3} .5807865
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.5051872{col 26}{space 2} .7477808{col 37}{space 1}   -0.68{col 46}{space 3}0.504{col 54}{space 4}-2.026559{col 67}{space 3} 1.016184
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3617826{col 26}{space 2}  .142505{col 37}{space 1}   -2.54{col 46}{space 3}0.016{col 54}{space 4}-.6517111{col 67}{space 3} -.071854
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.439468{col 26}{space 2} 4.623664{col 37}{space 1}    1.61{col 46}{space 3}0.117{col 54}{space 4}-1.967447{col 67}{space 3} 16.84638
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0825403{col 26}{space 2}  .063703{col 37}{space 1}    1.30{col 46}{space 3}0.204{col 54}{space 4}-.0470644{col 67}{space 3} .2121451
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 66.49914{col 26}{space 2} 10.90061{col 37}{space 1}    6.10{col 46}{space 3}0.000{col 54}{space 4} 44.32169{col 67}{space 3} 88.67659
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 21.715685
     {txt}sigma_e {c |} {res} 9.6886955
         {txt}rho {c |} {res} .83398676{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

Linear regression                               Number of obs     = {res}       322
                                                {txt}F(8, 33)          =  {res}    15.06
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.2464
                                                {txt}Root MSE          =    {res} 19.305

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_shame {c |}{col 14}{res}{space 2} 4.157561{col 26}{space 2} 1.613252{col 37}{space 1}    2.58{col 46}{space 3}0.015{col 54}{space 4} .8753744{col 67}{space 3} 7.439748
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}-.0271126{col 26}{space 2} .3733098{col 37}{space 1}   -0.07{col 46}{space 3}0.943{col 54}{space 4}-.7866172{col 67}{space 3} .7323919
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2}-.6236148{col 26}{space 2} .4266763{col 37}{space 1}   -1.46{col 46}{space 3}0.153{col 54}{space 4}-1.491694{col 67}{space 3} .2444647
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} 1.996231{col 26}{space 2} .9913158{col 37}{space 1}    2.01{col 46}{space 3}0.052{col 54}{space 4}-.0206164{col 67}{space 3} 4.013078
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-3.020833{col 26}{space 2} 1.208829{col 37}{space 1}   -2.50{col 46}{space 3}0.018{col 54}{space 4}-5.480214{col 67}{space 3}-.5614524
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.0603054{col 26}{space 2} .0790149{col 37}{space 1}   -0.76{col 46}{space 3}0.451{col 54}{space 4}-.2210625{col 67}{space 3} .1004517
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.306005{col 26}{space 2} 5.158456{col 37}{space 1}    1.42{col 46}{space 3}0.166{col 54}{space 4}-3.188952{col 67}{space 3} 17.80096
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .2100321{col 26}{space 2} .1025206{col 37}{space 1}    2.05{col 46}{space 3}0.049{col 54}{space 4} .0014523{col 67}{space 3} .4186119
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}  54.7782{col 26}{space 2} 7.428282{col 37}{space 1}    7.37{col 46}{space 3}0.000{col 54}{space 4} 39.66525{col 67}{space 3} 69.89115
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Random-effects GLS regression                   Number of obs     = {res}       322
{txt}Group variable: {res}pam_caseid                      {txt}Number of groups  = {res}        34

{txt}R-sq:                                           Obs per group:
     within  = {res}0.4894                                         {txt}min = {res}         2
{txt}     between = {res}0.1643                                         {txt}avg = {res}       9.5
{txt}     overall = {res}0.1798                                         {txt}max = {res}        10

                                                {txt}Wald chi2({res}8{txt})      =  {res}   210.58
{txt}corr(u_i, X)   = {res}0{txt} (assumed)                    Prob > chi2       =     {res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_shame {c |}{col 14}{res}{space 2} 5.170883{col 26}{space 2} 1.140777{col 37}{space 1}    4.53{col 46}{space 3}0.000{col 54}{space 4} 2.935002{col 67}{space 3} 7.406764
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .3665873{col 26}{space 2} .2250695{col 37}{space 1}    1.63{col 46}{space 3}0.103{col 54}{space 4}-.0745408{col 67}{space 3} .8077154
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .7313112{col 26}{space 2} .3041508{col 37}{space 1}    2.40{col 46}{space 3}0.016{col 54}{space 4} .1351865{col 67}{space 3} 1.327436
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.2141012{col 26}{space 2}  .379403{col 37}{space 1}   -0.56{col 46}{space 3}0.573{col 54}{space 4}-.9577174{col 67}{space 3} .5295149
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.7585209{col 26}{space 2} .6321754{col 37}{space 1}   -1.20{col 46}{space 3}0.230{col 54}{space 4}-1.997562{col 67}{space 3}   .48052
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2} -.284732{col 26}{space 2}  .085143{col 37}{space 1}   -3.34{col 46}{space 3}0.001{col 54}{space 4}-.4516092{col 67}{space 3}-.1178548
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 8.412059{col 26}{space 2} 4.043813{col 37}{space 1}    2.08{col 46}{space 3}0.038{col 54}{space 4} .4863313{col 67}{space 3} 16.33779
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0933707{col 26}{space 2} .0666314{col 37}{space 1}    1.40{col 46}{space 3}0.161{col 54}{space 4}-.0372244{col 67}{space 3} .2239657
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 60.75442{col 26}{space 2} 8.035357{col 37}{space 1}    7.56{col 46}{space 3}0.000{col 54}{space 4} 45.00541{col 67}{space 3} 76.50343
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 19.735586
     {txt}sigma_e {c |} {res} 9.6886955
         {txt}rho {c |} {res} .80579691{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

Linear regression                               Number of obs     = {res}       288
                                                {txt}F(8, 33)          =  {res}    12.40
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.2881
                                                {txt}Root MSE          =    {res} 5.6654

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}D.          {col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_shame {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} 3.270741{col 26}{space 2} 1.080672{col 37}{space 1}    3.03{col 46}{space 3}0.005{col 54}{space 4} 1.072097{col 67}{space 3} 5.469385
{txt}{space 12} {c |}
{space 2}lag_runner {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .2326478{col 26}{space 2} .2250046{col 37}{space 1}    1.03{col 46}{space 3}0.309{col 54}{space 4}-.2251276{col 67}{space 3} .6904232
{txt}{space 12} {c |}
{space 2}lag_ltroop {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .4026573{col 26}{space 2} .2183721{col 37}{space 1}    1.84{col 46}{space 3}0.074{col 54}{space 4}-.0416241{col 67}{space 3} .8469387
{txt}{space 12} {c |}
{space 1}lag_lpolice {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .2687199{col 26}{space 2} .3569219{col 37}{space 1}    0.75{col 46}{space 3}0.457{col 54}{space 4}-.4574432{col 67}{space 3}  .994883
{txt}{space 12} {c |}
{space 4}lag_lobs {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .1279979{col 26}{space 2} .4123529{col 37}{space 1}    0.31{col 46}{space 3}0.758{col 54}{space 4}-.7109403{col 67}{space 3} .9669361
{txt}{space 12} {c |}
{space 3}infant_wb {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .5306781{col 26}{space 2} .1147102{col 37}{space 1}    4.63{col 46}{space 3}0.000{col 54}{space 4} .2972984{col 67}{space 3} .7640577
{txt}{space 12} {c |}
lag_constr~t {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} 2.308934{col 26}{space 2} 1.677747{col 37}{space 1}    1.38{col 46}{space 3}0.178{col 54}{space 4}-1.104468{col 67}{space 3} 5.722335
{txt}{space 12} {c |}
merged_gdp~h {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .0957632{col 26}{space 2}  .035564{col 37}{space 1}    2.69{col 46}{space 3}0.011{col 54}{space 4} .0234077{col 67}{space 3} .1681188
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} 3.775521{col 26}{space 2} .4602387{col 37}{space 1}    8.20{col 46}{space 3}0.000{col 54}{space 4} 2.839158{col 67}{space 3} 4.711884
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       324
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.3548{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.0677{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1361{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}1{txt},{res}33{txt}){col 67}={col 70}{res}    50.27
{txt}corr(u_i, Xb){col 16}= {res}-0.6044{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_shame {c |}{col 14}{res}{space 2} 7.992685{col 26}{space 2} 1.127261{col 37}{space 1}    7.09{col 46}{space 3}0.000{col 54}{space 4} 5.699254{col 67}{space 3} 10.28612
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 43.57202{col 26}{space 2} 2.986993{col 37}{space 1}   14.59{col 46}{space 3}0.000{col 54}{space 4} 37.49494{col 67}{space 3} 49.64911
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 24.832217
     {txt}sigma_e {c |} {res}  10.73956
         {txt}rho {c |} {res} .84242931{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.5010{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1861{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1917{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}8{txt},{res}33{txt}){col 67}={col 70}{res}    19.12
{txt}corr(u_i, Xb){col 16}= {res}-0.5069{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}{col 14}{res}{space 2}  6.88248{col 26}{space 2}  1.55123{col 37}{space 1}    4.44{col 46}{space 3}0.000{col 54}{space 4} 3.726478{col 67}{space 3} 10.03848
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .1991697{col 26}{space 2} .2590176{col 37}{space 1}    0.77{col 46}{space 3}0.447{col 54}{space 4}-.3278057{col 67}{space 3}  .726145
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .9358589{col 26}{space 2} .3401161{col 37}{space 1}    2.75{col 46}{space 3}0.010{col 54}{space 4} .2438876{col 67}{space 3}  1.62783
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.4729602{col 26}{space 2} .4651729{col 37}{space 1}   -1.02{col 46}{space 3}0.317{col 54}{space 4}-1.419362{col 67}{space 3} .4734413
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.6877822{col 26}{space 2} .7447099{col 37}{space 1}   -0.92{col 46}{space 3}0.362{col 54}{space 4}-2.202906{col 67}{space 3} .8273415
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3425932{col 26}{space 2}  .141257{col 37}{space 1}   -2.43{col 46}{space 3}0.021{col 54}{space 4}-.6299827{col 67}{space 3}-.0552037
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.937445{col 26}{space 2} 4.586345{col 37}{space 1}    1.73{col 46}{space 3}0.093{col 54}{space 4}-1.393545{col 67}{space 3} 17.26843
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0738785{col 26}{space 2} .0596326{col 37}{space 1}    1.24{col 46}{space 3}0.224{col 54}{space 4} -.047445{col 67}{space 3}  .195202
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 64.95256{col 26}{space 2} 10.67821{col 37}{space 1}    6.08{col 46}{space 3}0.000{col 54}{space 4} 43.22757{col 67}{space 3} 86.67754
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 20.843919
     {txt}sigma_e {c |} {res} 9.5940531
         {txt}rho {c |} {res} .82517899{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

Linear regression                               Number of obs     = {res}       322
                                                {txt}F(8, 33)          =  {res}    12.79
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.2712
                                                {txt}Root MSE          =    {res} 18.985

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}{col 14}{res}{space 2} 5.809104{col 26}{space 2}  1.84313{col 37}{space 1}    3.15{col 46}{space 3}0.003{col 54}{space 4} 2.059228{col 67}{space 3} 9.558981
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}-.2416594{col 26}{space 2} .3741539{col 37}{space 1}   -0.65{col 46}{space 3}0.523{col 54}{space 4}-1.002881{col 67}{space 3} .5195625
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2}-.4943341{col 26}{space 2} .4082142{col 37}{space 1}   -1.21{col 46}{space 3}0.235{col 54}{space 4}-1.324852{col 67}{space 3}  .336184
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} 1.663007{col 26}{space 2} .9659474{col 37}{space 1}    1.72{col 46}{space 3}0.094{col 54}{space 4}-.3022281{col 67}{space 3} 3.628241
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-2.983162{col 26}{space 2} 1.152748{col 37}{space 1}   -2.59{col 46}{space 3}0.014{col 54}{space 4}-5.328447{col 67}{space 3} -.637878
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.0772333{col 26}{space 2}  .073867{col 37}{space 1}   -1.05{col 46}{space 3}0.303{col 54}{space 4}-.2275169{col 67}{space 3} .0730503
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.580726{col 26}{space 2} 5.152114{col 37}{space 1}    1.47{col 46}{space 3}0.151{col 54}{space 4}-2.901328{col 67}{space 3} 18.06278
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1847314{col 26}{space 2} .0996565{col 37}{space 1}    1.85{col 46}{space 3}0.073{col 54}{space 4}-.0180212{col 67}{space 3} .3874841
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 55.14075{col 26}{space 2} 6.924676{col 37}{space 1}    7.96{col 46}{space 3}0.000{col 54}{space 4} 41.05239{col 67}{space 3} 69.22911
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Random-effects GLS regression                   Number of obs     = {res}       322
{txt}Group variable: {res}pam_caseid                      {txt}Number of groups  = {res}        34

{txt}R-sq:                                           Obs per group:
     within  = {res}0.4997                                         {txt}min = {res}         2
{txt}     between = {res}0.1879                                         {txt}avg = {res}       9.5
{txt}     overall = {res}0.2043                                         {txt}max = {res}        10

                                                {txt}Wald chi2({res}8{txt})      =  {res}   203.31
{txt}corr(u_i, X)   = {res}0{txt} (assumed)                    Prob > chi2       =     {res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}{col 14}{res}{space 2} 6.713075{col 26}{space 2} 1.352939{col 37}{space 1}    4.96{col 46}{space 3}0.000{col 54}{space 4} 4.061363{col 67}{space 3} 9.364788
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .1707023{col 26}{space 2} .2283868{col 37}{space 1}    0.75{col 46}{space 3}0.455{col 54}{space 4}-.2769276{col 67}{space 3} .6183323
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .8548105{col 26}{space 2}  .320187{col 37}{space 1}    2.67{col 46}{space 3}0.008{col 54}{space 4} .2272555{col 67}{space 3} 1.482366
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.3574135{col 26}{space 2} .3999669{col 37}{space 1}   -0.89{col 46}{space 3}0.372{col 54}{space 4}-1.141334{col 67}{space 3} .4265071
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.9005816{col 26}{space 2} .6438942{col 37}{space 1}   -1.40{col 46}{space 3}0.162{col 54}{space 4}-2.162591{col 67}{space 3}  .361428
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.2799415{col 26}{space 2} .0848386{col 37}{space 1}   -3.30{col 46}{space 3}0.001{col 54}{space 4} -.446222{col 67}{space 3}-.1136609
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 8.849267{col 26}{space 2} 4.042944{col 37}{space 1}    2.19{col 46}{space 3}0.029{col 54}{space 4} .9252424{col 67}{space 3} 16.77329
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0824486{col 26}{space 2} .0619965{col 37}{space 1}    1.33{col 46}{space 3}0.184{col 54}{space 4}-.0390622{col 67}{space 3} .2039594
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 60.06155{col 26}{space 2} 7.958689{col 37}{space 1}    7.55{col 46}{space 3}0.000{col 54}{space 4} 44.46281{col 67}{space 3}  75.6603
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 19.394512
     {txt}sigma_e {c |} {res} 9.5940531
         {txt}rho {c |} {res} .80340188{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

Linear regression                               Number of obs     = {res}       288
                                                {txt}F(8, 33)          =  {res}    11.77
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.2960
                                                {txt}Root MSE          =    {res}  5.634

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}D.          {col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} 4.146135{col 26}{space 2} 1.300295{col 37}{space 1}    3.19{col 46}{space 3}0.003{col 54}{space 4} 1.500666{col 67}{space 3} 6.791605
{txt}{space 12} {c |}
{space 2}lag_runner {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .1203083{col 26}{space 2}  .230896{col 37}{space 1}    0.52{col 46}{space 3}0.606{col 54}{space 4}-.3494532{col 67}{space 3} .5900698
{txt}{space 12} {c |}
{space 2}lag_ltroop {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .4017643{col 26}{space 2} .2182538{col 37}{space 1}    1.84{col 46}{space 3}0.075{col 54}{space 4}-.0422765{col 67}{space 3}  .845805
{txt}{space 12} {c |}
{space 1}lag_lpolice {c |}
{space 9}D1. {c |}{col 14}{res}{space 2}  .206504{col 26}{space 2} .3240582{col 37}{space 1}    0.64{col 46}{space 3}0.528{col 54}{space 4}-.4527975{col 67}{space 3} .8658054
{txt}{space 12} {c |}
{space 4}lag_lobs {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .0657714{col 26}{space 2} .3919531{col 37}{space 1}    0.17{col 46}{space 3}0.868{col 54}{space 4}-.7316632{col 67}{space 3}  .863206
{txt}{space 12} {c |}
{space 3}infant_wb {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .5142578{col 26}{space 2} .1218622{col 37}{space 1}    4.22{col 46}{space 3}0.000{col 54}{space 4} .2663272{col 67}{space 3} .7621884
{txt}{space 12} {c |}
lag_constr~t {c |}
{space 9}D1. {c |}{col 14}{res}{space 2}  2.46224{col 26}{space 2} 1.676346{col 37}{space 1}    1.47{col 46}{space 3}0.151{col 54}{space 4}-.9483118{col 67}{space 3} 5.872792
{txt}{space 12} {c |}
merged_gdp~h {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .0968063{col 26}{space 2} .0335145{col 37}{space 1}    2.89{col 46}{space 3}0.007{col 54}{space 4} .0286206{col 67}{space 3} .1649921
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} 3.704914{col 26}{space 2} .4709678{col 37}{space 1}    7.87{col 46}{space 3}0.000{col 54}{space 4} 2.746723{col 67}{space 3} 4.663105
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       324
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.3828{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.0797{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1521{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}1{txt},{res}33{txt}){col 67}={col 70}{res}    54.10
{txt}corr(u_i, Xb){col 16}= {res}-0.5966{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}{col 14}{res}{space 2} 9.203864{col 26}{space 2}  1.25132{col 37}{space 1}    7.36{col 46}{space 3}0.000{col 54}{space 4} 6.658034{col 67}{space 3} 11.74969
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 43.89328{col 26}{space 2} 2.835713{col 37}{space 1}   15.48{col 46}{space 3}0.000{col 54}{space 4} 38.12398{col 67}{space 3} 49.66258
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 24.420629
     {txt}sigma_e {c |} {res} 10.503859
         {txt}rho {c |} {res} .84387811{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4974{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1934{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1805{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}8{txt},{res}33{txt}){col 67}={col 70}{res}    29.36
{txt}corr(u_i, Xb){col 16}= {res}-0.5167{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}{col 14}{res}{space 2} 8.092478{col 26}{space 2} 2.066644{col 37}{space 1}    3.92{col 46}{space 3}0.000{col 54}{space 4} 3.887858{col 67}{space 3}  12.2971
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .0679093{col 26}{space 2} .2797606{col 37}{space 1}    0.24{col 46}{space 3}0.810{col 54}{space 4}-.5012678{col 67}{space 3} .6370865
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .9276859{col 26}{space 2} .3536355{col 37}{space 1}    2.62{col 46}{space 3}0.013{col 54}{space 4}  .208209{col 67}{space 3} 1.647163
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.5885756{col 26}{space 2} .4954425{col 37}{space 1}   -1.19{col 46}{space 3}0.243{col 54}{space 4}-1.596561{col 67}{space 3} .4194097
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.5668534{col 26}{space 2}  .675529{col 37}{space 1}   -0.84{col 46}{space 3}0.407{col 54}{space 4}-1.941227{col 67}{space 3} .8075206
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3532174{col 26}{space 2} .1397745{col 37}{space 1}   -2.53{col 46}{space 3}0.016{col 54}{space 4}-.6375906{col 67}{space 3}-.0688441
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.322133{col 26}{space 2} 4.376195{col 37}{space 1}    1.67{col 46}{space 3}0.104{col 54}{space 4}-1.581302{col 67}{space 3} 16.22557
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1020738{col 26}{space 2} .0647077{col 37}{space 1}    1.58{col 46}{space 3}0.124{col 54}{space 4}-.0295749{col 67}{space 3} .2337225
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 67.12239{col 26}{space 2} 10.55498{col 37}{space 1}    6.36{col 46}{space 3}0.000{col 54}{space 4} 45.64812{col 67}{space 3} 88.59667
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 20.875768
     {txt}sigma_e {c |} {res} 9.6282153
         {txt}rho {c |} {res} .82459321{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

Linear regression                               Number of obs     = {res}       322
                                                {txt}F(8, 33)          =  {res}    20.69
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.2762
                                                {txt}Root MSE          =    {res}  18.92

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}{col 14}{res}{space 2} 7.700487{col 26}{space 2} 2.220678{col 37}{space 1}    3.47{col 46}{space 3}0.001{col 54}{space 4} 3.182484{col 67}{space 3} 12.21849
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}-.4659499{col 26}{space 2} .3965999{col 37}{space 1}   -1.17{col 46}{space 3}0.248{col 54}{space 4}-1.272838{col 67}{space 3} .3409387
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2}-.6925986{col 26}{space 2} .4128538{col 37}{space 1}   -1.68{col 46}{space 3}0.103{col 54}{space 4}-1.532556{col 67}{space 3} .1473588
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}  1.68864{col 26}{space 2} .8641737{col 37}{space 1}    1.95{col 46}{space 3}0.059{col 54}{space 4}-.0695341{col 67}{space 3} 3.446815
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-3.006304{col 26}{space 2} 1.135457{col 37}{space 1}   -2.65{col 46}{space 3}0.012{col 54}{space 4}-5.316408{col 67}{space 3}-.6962002
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.0678304{col 26}{space 2}  .075244{col 37}{space 1}   -0.90{col 46}{space 3}0.374{col 54}{space 4}-.2209154{col 67}{space 3} .0852547
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 6.412537{col 26}{space 2} 4.904794{col 37}{space 1}    1.31{col 46}{space 3}0.200{col 54}{space 4}-3.566342{col 67}{space 3} 16.39142
{txt}merged_gdp~h {c |}{col 14}{res}{space 2}  .220621{col 26}{space 2} .0947311{col 37}{space 1}    2.33{col 46}{space 3}0.026{col 54}{space 4} .0278891{col 67}{space 3} .4133528
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 55.45709{col 26}{space 2} 6.645237{col 37}{space 1}    8.35{col 46}{space 3}0.000{col 54}{space 4} 41.93725{col 67}{space 3} 68.97692
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Random-effects GLS regression                   Number of obs     = {res}       322
{txt}Group variable: {res}pam_caseid                      {txt}Number of groups  = {res}        34

{txt}R-sq:                                           Obs per group:
     within  = {res}0.4956                                         {txt}min = {res}         2
{txt}     between = {res}0.1987                                         {txt}avg = {res}       9.5
{txt}     overall = {res}0.1987                                         {txt}max = {res}        10

                                                {txt}Wald chi2({res}8{txt})      =  {res}   289.60
{txt}corr(u_i, X)   = {res}0{txt} (assumed)                    Prob > chi2       =     {res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}{col 14}{res}{space 2} 8.046166{col 26}{space 2}  1.78664{col 37}{space 1}    4.50{col 46}{space 3}0.000{col 54}{space 4} 4.544416{col 67}{space 3} 11.54792
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}    .0381{col 26}{space 2} .2495527{col 37}{space 1}    0.15{col 46}{space 3}0.879{col 54}{space 4}-.4510143{col 67}{space 3} .5272143
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2}  .826736{col 26}{space 2} .3288676{col 37}{space 1}    2.51{col 46}{space 3}0.012{col 54}{space 4} .1821673{col 67}{space 3} 1.471305
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.4412115{col 26}{space 2} .4330369{col 37}{space 1}   -1.02{col 46}{space 3}0.308{col 54}{space 4}-1.289948{col 67}{space 3} .4075252
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.8291457{col 26}{space 2} .5846421{col 37}{space 1}   -1.42{col 46}{space 3}0.156{col 54}{space 4}-1.975023{col 67}{space 3} .3167317
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.2689631{col 26}{space 2} .0822502{col 37}{space 1}   -3.27{col 46}{space 3}0.001{col 54}{space 4}-.4301706{col 67}{space 3}-.1077556
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 8.200967{col 26}{space 2} 3.881168{col 37}{space 1}    2.11{col 46}{space 3}0.035{col 54}{space 4} .5940176{col 67}{space 3} 15.80792
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1122949{col 26}{space 2} .0666024{col 37}{space 1}    1.69{col 46}{space 3}0.092{col 54}{space 4}-.0182434{col 67}{space 3} .2428332
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 60.77886{col 26}{space 2} 7.790013{col 37}{space 1}    7.80{col 46}{space 3}0.000{col 54}{space 4} 45.51072{col 67}{space 3}   76.047
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 18.723637
     {txt}sigma_e {c |} {res} 9.6282153
         {txt}rho {c |} {res} .79087004{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

Linear regression                               Number of obs     = {res}       288
                                                {txt}F(8, 33)          =  {res}    13.15
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.2737
                                                {txt}Root MSE          =    {res} 5.7223

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}D.          {col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} 4.941131{col 26}{space 2} 1.392128{col 37}{space 1}    3.55{col 46}{space 3}0.001{col 54}{space 4} 2.108825{col 67}{space 3} 7.773437
{txt}{space 12} {c |}
{space 2}lag_runner {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .0577866{col 26}{space 2} .2207793{col 37}{space 1}    0.26{col 46}{space 3}0.795{col 54}{space 4}-.3913923{col 67}{space 3} .5069654
{txt}{space 12} {c |}
{space 2}lag_ltroop {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .3867312{col 26}{space 2} .2150331{col 37}{space 1}    1.80{col 46}{space 3}0.081{col 54}{space 4}-.0507568{col 67}{space 3} .8242192
{txt}{space 12} {c |}
{space 1}lag_lpolice {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .0685415{col 26}{space 2} .4101386{col 37}{space 1}    0.17{col 46}{space 3}0.868{col 54}{space 4}-.7658917{col 67}{space 3} .9029748
{txt}{space 12} {c |}
{space 4}lag_lobs {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .1418298{col 26}{space 2} .3959711{col 37}{space 1}    0.36{col 46}{space 3}0.722{col 54}{space 4}-.6637794{col 67}{space 3}  .947439
{txt}{space 12} {c |}
{space 3}infant_wb {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .5976126{col 26}{space 2} .1167068{col 37}{space 1}    5.12{col 46}{space 3}0.000{col 54}{space 4} .3601709{col 67}{space 3} .8350543
{txt}{space 12} {c |}
lag_constr~t {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} 1.943358{col 26}{space 2} 1.491361{col 37}{space 1}    1.30{col 46}{space 3}0.202{col 54}{space 4} -1.09084{col 67}{space 3} 4.977555
{txt}{space 12} {c |}
merged_gdp~h {c |}
{space 9}D1. {c |}{col 14}{res}{space 2} .0960487{col 26}{space 2}  .044465{col 37}{space 1}    2.16{col 46}{space 3}0.038{col 54}{space 4} .0055839{col 67}{space 3} .1865134
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} 3.902385{col 26}{space 2} .4773501{col 37}{space 1}    8.18{col 46}{space 3}0.000{col 54}{space 4} 2.931209{col 67}{space 3} 4.873561
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       324
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.3913{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.0974{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1542{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}1{txt},{res}33{txt}){col 67}={col 70}{res}    53.44
{txt}corr(u_i, Xb){col 16}= {res}-0.5712{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}{col 14}{res}{space 2} 10.34962{col 26}{space 2} 1.415751{col 37}{space 1}    7.31{col 46}{space 3}0.000{col 54}{space 4}  7.46925{col 67}{space 3} 13.22998
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 45.46348{col 26}{space 2} 2.638371{col 37}{space 1}   17.23{col 46}{space 3}0.000{col 54}{space 4} 40.09567{col 67}{space 3} 50.83129
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 23.374224
     {txt}sigma_e {c |} {res} 10.431103
         {txt}rho {c |} {res}  .8339222{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. postclose `myresults'
{txt}
{com}. restore
{txt}
{com}. 
. use "myresults.dta", clear
{txt}
{com}. replace se=sqrt(se)
{txt}(15 real changes made)

{com}. g ub=beta+1.96*se
{txt}
{com}. g lb=beta-1.96*se
{txt}
{com}. egen model=fill(1 2 3 4 5 1 2 3 4 5)
{txt}
{com}. label define model1 1 "Fixed Effects" 2 "OLS" 3 "Random Effects" 4 "First Differenced" 5 "Bivariate FE"
{txt}
{com}. label values model model1
{txt}
{com}. label define varl 1 "Shaming" 2 "Funding" 3 "Coordinating"
{txt}
{com}. label values var varl
{txt}
{com}. 
. foreach v in 1 2 3 {c -(}
{txt}  2{com}. twoway rcap ub lb model if var==`v', lcolor(black) || (scatter beta model, mcolor(black)) if var==`v', legend(off) ///
> xtitle("Specification") xlab (1(1)4) xlabel(1 "Fixed Effects" 2 "OLS" 3 "Random Effects" 4 "First Differenced" 5 "Bivariate FE", angle(45)) ///
> ytitle(Effect of `v') yscale(r(0 14)) ylabel(0(2)14) graphregion(color(white)) saving(`v'.gph, replace)
{txt}  3{com}. {c )-}
{res}{txt}(file 1.gph saved)
{res}{txt}(file 2.gph saved)
{res}{txt}(file 3.gph saved)

{com}. 
. graph combine 1.gph 2.gph 3.gph, graphregion(color(white))
{res}{txt}
{com}. graph export "Figure A6.pdf", replace
{txt}(file Figure A6.pdf written in PDF format)

{com}. 
. use "Remaining Seized Replication Data.dta", clear
{txt}(Replication Data for Hauenstein and Joshi (Forthcoming))

{com}. 
{txt}end of do-file

{com}. 
. *Table A13
. do "Table A13.do"
{txt}
{com}. *Table A13
. eststo m1: fracreg logit frac sum_shame lag_runner lag_l* infant_wb lag_constraint merged_gdp, vce(cluster pam_caseid)

{res}{txt}Iteration 0:{space 3}log pseudolikelihood = {res:-205.93107}  
Iteration 1:{space 3}log pseudolikelihood = {res:-200.60094}  
Iteration 2:{space 3}log pseudolikelihood = {res:-200.55616}  
Iteration 3:{space 3}log pseudolikelihood = {res:-200.55614}  
Iteration 4:{space 3}log pseudolikelihood = {res:-200.55614}  
{res}
{txt}Fractional logistic regression{col 49}Number of obs{col 67}= {res}       322
{txt}{col 49}Wald chi2({res}8{txt}){col 67}= {res}    139.70
{txt}{col 49}Prob > chi2{col 67}= {res}    0.0000
{txt}Log pseudolikelihood = {res}-200.55614{txt}{col 49}Pseudo R2{col 67}= {res}    0.0415

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}        frac{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_shame {c |}{col 14}{res}{space 2} .1859373{col 26}{space 2} .0767613{col 37}{space 1}    2.42{col 46}{space 3}0.015{col 54}{space 4}  .035488{col 67}{space 3} .3363866
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .0008865{col 26}{space 2} .0190164{col 37}{space 1}    0.05{col 46}{space 3}0.963{col 54}{space 4} -.036385{col 67}{space 3} .0381581
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2}-.0362507{col 26}{space 2} .0195529{col 37}{space 1}   -1.85{col 46}{space 3}0.064{col 54}{space 4}-.0745737{col 67}{space 3} .0020722
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} .1085242{col 26}{space 2} .0487715{col 37}{space 1}    2.23{col 46}{space 3}0.026{col 54}{space 4} .0129339{col 67}{space 3} .2041146
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.1469504{col 26}{space 2} .0552008{col 37}{space 1}   -2.66{col 46}{space 3}0.008{col 54}{space 4}-.2551421{col 67}{space 3}-.0387588
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.0029687{col 26}{space 2}  .003602{col 37}{space 1}   -0.82{col 46}{space 3}0.410{col 54}{space 4}-.0100284{col 67}{space 3} .0040911
{txt}lag_constr~t {c |}{col 14}{res}{space 2} .3081337{col 26}{space 2}  .242257{col 37}{space 1}    1.27{col 46}{space 3}0.203{col 54}{space 4}-.1666814{col 67}{space 3} .7829488
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0102936{col 26}{space 2}  .005309{col 37}{space 1}    1.94{col 46}{space 3}0.053{col 54}{space 4}-.0001118{col 67}{space 3} .0206991
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2151387{col 26}{space 2}  .335848{col 37}{space 1}    0.64{col 46}{space 3}0.522{col 54}{space 4}-.4431114{col 67}{space 3} .8733887
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. margins, dydx(sum_shame)
{res}
{txt}Average marginal effects{col 49}Number of obs{col 67}= {res}       322
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Conditional mean of frac, predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:dy/dx w.r.t.}:{space 1}{res:sum_shame}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}      dy/dx{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_shame {c |}{col 14}{res}{space 2} .0402946{col 26}{space 2} .0160903{col 37}{space 1}    2.50{col 46}{space 3}0.012{col 54}{space 4} .0087582{col 67}{space 3} .0718309
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. eststo m2: fracreg logit frac sum_reso lag_runner lag_l* infant_wb lag_constraint merged_gdp, vce(cluster pam_caseid)

{res}{txt}Iteration 0:{space 3}log pseudolikelihood = {res:-205.58961}  
Iteration 1:{space 3}log pseudolikelihood = {res:-199.71403}  
Iteration 2:{space 3}log pseudolikelihood = {res:-199.66073}  
Iteration 3:{space 3}log pseudolikelihood = {res:-199.66069}  
Iteration 4:{space 3}log pseudolikelihood = {res:-199.66069}  
{res}
{txt}Fractional logistic regression{col 49}Number of obs{col 67}= {res}       322
{txt}{col 49}Wald chi2({res}8{txt}){col 67}= {res}    120.07
{txt}{col 49}Prob > chi2{col 67}= {res}    0.0000
{txt}Log pseudolikelihood = {res}-199.66069{txt}{col 49}Pseudo R2{col 67}= {res}    0.0458

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}        frac{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}{col 14}{res}{space 2} .2661036{col 26}{space 2} .0894974{col 37}{space 1}    2.97{col 46}{space 3}0.003{col 54}{space 4}  .090692{col 67}{space 3} .4415152
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}-.0103734{col 26}{space 2} .0193975{col 37}{space 1}   -0.53{col 46}{space 3}0.593{col 54}{space 4}-.0483918{col 67}{space 3}  .027645
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2}-.0313381{col 26}{space 2} .0190508{col 37}{space 1}   -1.64{col 46}{space 3}0.100{col 54}{space 4} -.068677{col 67}{space 3} .0060008
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} .0966472{col 26}{space 2} .0471135{col 37}{space 1}    2.05{col 46}{space 3}0.040{col 54}{space 4} .0043064{col 67}{space 3}  .188988
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2} -.148475{col 26}{space 2} .0525702{col 37}{space 1}   -2.82{col 46}{space 3}0.005{col 54}{space 4}-.2515108{col 67}{space 3}-.0454392
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.0037171{col 26}{space 2} .0033643{col 37}{space 1}   -1.10{col 46}{space 3}0.269{col 54}{space 4} -.010311{col 67}{space 3} .0028767
{txt}lag_constr~t {c |}{col 14}{res}{space 2} .3238069{col 26}{space 2} .2448236{col 37}{space 1}    1.32{col 46}{space 3}0.186{col 54}{space 4}-.1560386{col 67}{space 3} .8036523
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0091439{col 26}{space 2} .0051894{col 37}{space 1}    1.76{col 46}{space 3}0.078{col 54}{space 4}-.0010271{col 67}{space 3} .0193149
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2305362{col 26}{space 2} .3164384{col 37}{space 1}    0.73{col 46}{space 3}0.466{col 54}{space 4}-.3896717{col 67}{space 3} .8507441
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. margins, dydx(sum_reso)
{res}
{txt}Average marginal effects{col 49}Number of obs{col 67}= {res}       322
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Conditional mean of frac, predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:dy/dx w.r.t.}:{space 1}{res:sum_resource}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}      dy/dx{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}{col 14}{res}{space 2} .0573454{col 26}{space 2} .0185895{col 37}{space 1}    3.08{col 46}{space 3}0.002{col 54}{space 4} .0209107{col 67}{space 3} .0937801
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. eststo m3: fracreg logit frac sum_coord lag_runner lag_l* infant_wb lag_constraint merged_gdp, vce(cluster pam_caseid)

{res}{txt}Iteration 0:{space 3}log pseudolikelihood = {res:-205.52184}  
Iteration 1:{space 3}log pseudolikelihood = {res:-199.52306}  
Iteration 2:{space 3}log pseudolikelihood = {res:-199.47138}  
Iteration 3:{space 3}log pseudolikelihood = {res:-199.47135}  
Iteration 4:{space 3}log pseudolikelihood = {res:-199.47135}  
{res}
{txt}Fractional logistic regression{col 49}Number of obs{col 67}= {res}       322
{txt}{col 49}Wald chi2({res}8{txt}){col 67}= {res}    158.91
{txt}{col 49}Prob > chi2{col 67}= {res}    0.0000
{txt}Log pseudolikelihood = {res}-199.47135{txt}{col 49}Pseudo R2{col 67}= {res}    0.0467

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}        frac{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}{col 14}{res}{space 2} .3605483{col 26}{space 2} .1124765{col 37}{space 1}    3.21{col 46}{space 3}0.001{col 54}{space 4} .1400983{col 67}{space 3} .5809983
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}-.0217177{col 26}{space 2} .0211919{col 37}{space 1}   -1.02{col 46}{space 3}0.305{col 54}{space 4} -.063253{col 67}{space 3} .0198177
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2}-.0399177{col 26}{space 2} .0188924{col 37}{space 1}   -2.11{col 46}{space 3}0.035{col 54}{space 4}-.0769462{col 67}{space 3}-.0028892
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} .0923218{col 26}{space 2} .0437387{col 37}{space 1}    2.11{col 46}{space 3}0.035{col 54}{space 4} .0065954{col 67}{space 3} .1780481
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.1450579{col 26}{space 2} .0521408{col 37}{space 1}   -2.78{col 46}{space 3}0.005{col 54}{space 4} -.247252{col 67}{space 3}-.0428639
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.0031991{col 26}{space 2} .0034005{col 37}{space 1}   -0.94{col 46}{space 3}0.347{col 54}{space 4}-.0098639{col 67}{space 3} .0034658
{txt}lag_constr~t {c |}{col 14}{res}{space 2} .2875244{col 26}{space 2} .2324549{col 37}{space 1}    1.24{col 46}{space 3}0.216{col 54}{space 4}-.1680788{col 67}{space 3} .7431276
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0103443{col 26}{space 2} .0052592{col 37}{space 1}    1.97{col 46}{space 3}0.049{col 54}{space 4} .0000365{col 67}{space 3} .0206521
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2262467{col 26}{space 2}  .306175{col 37}{space 1}    0.74{col 46}{space 3}0.460{col 54}{space 4}-.3738453{col 67}{space 3} .8263387
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. margins, dydx(sum_coord)
{res}
{txt}Average marginal effects{col 49}Number of obs{col 67}= {res}       322
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Conditional mean of frac, predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:dy/dx w.r.t.}:{space 1}{res:sum_coord}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}      dy/dx{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}{col 14}{res}{space 2} .0776138{col 26}{space 2} .0234286{col 37}{space 1}    3.31{col 46}{space 3}0.001{col 54}{space 4} .0316946{col 67}{space 3}  .123533
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
{txt}end of do-file

{com}. 
. *Table A14
. do "Table A14.do"
{txt}
{com}. *Table A14
. 
. *Model 2
. eststo m1: xtreg agg_implem_wo sum_shame lag_runner lag_l* infant_wb lag_constraint merged_gdp c.year_count##c.year_count##c.year_count, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.7395{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.0000{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1016{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}11{txt},{res}33{txt}){col 67}={col 70}{res}    73.75
{txt}corr(u_i, Xb){col 16}= {res}-0.6233{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_shame {c |}{col 14}{res}{space 2} 3.184732{col 26}{space 2} 1.040456{col 37}{space 1}    3.06{col 46}{space 3}0.004{col 54}{space 4} 1.067907{col 67}{space 3} 5.301556
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}-.0316564{col 26}{space 2} .1908407{col 37}{space 1}   -0.17{col 46}{space 3}0.869{col 54}{space 4}-.4199248{col 67}{space 3}  .356612
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .1909496{col 26}{space 2} .2488415{col 37}{space 1}    0.77{col 46}{space 3}0.448{col 54}{space 4}-.3153221{col 67}{space 3} .6972214
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} .6345225{col 26}{space 2} .3822745{col 37}{space 1}    1.66{col 46}{space 3}0.106{col 54}{space 4}-.1432209{col 67}{space 3} 1.412266
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.7214177{col 26}{space 2}  .590312{col 37}{space 1}   -1.22{col 46}{space 3}0.230{col 54}{space 4}-1.922417{col 67}{space 3}  .479581
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2} .4880285{col 26}{space 2} .1160202{col 37}{space 1}    4.21{col 46}{space 3}0.000{col 54}{space 4} .2519835{col 67}{space 3} .7240734
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 5.499032{col 26}{space 2} 2.114098{col 37}{space 1}    2.60{col 46}{space 3}0.014{col 54}{space 4} 1.197866{col 67}{space 3} 9.800197
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1434997{col 26}{space 2} .0573872{col 37}{space 1}    2.50{col 46}{space 3}0.018{col 54}{space 4} .0267446{col 67}{space 3} .2602548
{txt}{space 2}year_count {c |}{col 14}{res}{space 2} 11.98149{col 26}{space 2}   2.4573{col 37}{space 1}    4.88{col 46}{space 3}0.000{col 54}{space 4} 6.982075{col 67}{space 3} 16.98091
{txt}{space 12} {c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |}{col 14}{res}{space 2}-1.289028{col 26}{space 2} .4544013{col 37}{space 1}   -2.84{col 46}{space 3}0.008{col 54}{space 4}-2.213514{col 67}{space 3}-.3645414
{txt}{space 12} {c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |}{col 14}{res}{space 2} .0549496{col 26}{space 2} .0246725{col 37}{space 1}    2.23{col 46}{space 3}0.033{col 54}{space 4}  .004753{col 67}{space 3} .1051462
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}-11.55077{col 26}{space 2}  8.98454{col 37}{space 1}   -1.29{col 46}{space 3}0.208{col 54}{space 4}-29.82995{col 67}{space 3} 6.728414
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 28.874408
     {txt}sigma_e {c |} {res} 6.9693594
         {txt}rho {c |} {res} .94494868{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
{space 3}sum_shame {c |} {res}     6.86    0.145686
{txt}{space 2}lag_runner {c |} {res}     5.62    0.177788
{txt}{space 2}lag_ltroop {c |} {res}     4.46    0.224399
{txt}{space 1}lag_lpolice {c |} {res}     5.72    0.174749
{txt}{space 4}lag_lobs {c |} {res}     7.09    0.140988
{txt}{space 3}infant_wb {c |} {res}     4.19    0.238673
{txt}lag_constr~t {c |} {res}     2.79    0.358700
{txt}merged_gdp~h {c |} {res}     1.35    0.738373
{txt}{space 2}year_count {c |} {res}   242.80    0.004119
{txt}{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |} {res}   932.23    0.001073
{txt}{space 10}c. {c |}
{space 2}year_count#{c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |} {res}   309.52    0.003231
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}   138.42
{txt}
{com}. 
. *Model 3
. eststo m2: xtreg agg_implem_wo sum_reso lag_runner lag_l* infant_wb lag_constraint merged_gdp c.year_count##c.year_count##c.year_count, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.7424{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.0000{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1015{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}11{txt},{res}33{txt}){col 67}={col 70}{res}    69.57
{txt}corr(u_i, Xb){col 16}= {res}-0.6396{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}{col 14}{res}{space 2} 4.111125{col 26}{space 2} 1.173223{col 37}{space 1}    3.50{col 46}{space 3}0.001{col 54}{space 4} 1.724185{col 67}{space 3} 6.498065
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}-.1371837{col 26}{space 2} .1863113{col 37}{space 1}   -0.74{col 46}{space 3}0.467{col 54}{space 4}-.5162368{col 67}{space 3} .2418694
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .2765549{col 26}{space 2} .2481925{col 37}{space 1}    1.11{col 46}{space 3}0.273{col 54}{space 4}-.2283966{col 67}{space 3} .7815064
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} .5707586{col 26}{space 2} .3747201{col 37}{space 1}    1.52{col 46}{space 3}0.137{col 54}{space 4}-.1916153{col 67}{space 3} 1.333132
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.8060181{col 26}{space 2} .5747505{col 37}{space 1}   -1.40{col 46}{space 3}0.170{col 54}{space 4}-1.975357{col 67}{space 3} .3633206
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2} .4981774{col 26}{space 2} .1144901{col 37}{space 1}    4.35{col 46}{space 3}0.000{col 54}{space 4} .2652454{col 67}{space 3} .7311093
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 5.767475{col 26}{space 2} 2.139918{col 37}{space 1}    2.70{col 46}{space 3}0.011{col 54}{space 4} 1.413778{col 67}{space 3} 10.12117
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1394256{col 26}{space 2} .0584665{col 37}{space 1}    2.38{col 46}{space 3}0.023{col 54}{space 4} .0204747{col 67}{space 3} .2583765
{txt}{space 2}year_count {c |}{col 14}{res}{space 2} 11.41218{col 26}{space 2} 2.478017{col 37}{space 1}    4.61{col 46}{space 3}0.000{col 54}{space 4} 6.370617{col 67}{space 3} 16.45375
{txt}{space 12} {c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |}{col 14}{res}{space 2}-1.189687{col 26}{space 2} .4551897{col 37}{space 1}   -2.61{col 46}{space 3}0.013{col 54}{space 4}-2.115778{col 67}{space 3}-.2635967
{txt}{space 12} {c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |}{col 14}{res}{space 2} .0498711{col 26}{space 2} .0247767{col 37}{space 1}    2.01{col 46}{space 3}0.052{col 54}{space 4}-.0005374{col 67}{space 3} .1002796
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}-11.69772{col 26}{space 2} 8.895179{col 37}{space 1}   -1.32{col 46}{space 3}0.198{col 54}{space 4} -29.7951{col 67}{space 3} 6.399653
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 29.326229
     {txt}sigma_e {c |} {res} 6.9299555
         {txt}rho {c |} {res} .94711285{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
sum_resource {c |} {res}     7.63    0.131019
{txt}{space 2}lag_runner {c |} {res}     5.96    0.167658
{txt}{space 2}lag_ltroop {c |} {res}     4.47    0.223754
{txt}{space 1}lag_lpolice {c |} {res}     5.79    0.172752
{txt}{space 4}lag_lobs {c |} {res}     7.09    0.141021
{txt}{space 3}infant_wb {c |} {res}     4.25    0.235412
{txt}lag_constr~t {c |} {res}     2.77    0.360421
{txt}merged_gdp~h {c |} {res}     1.36    0.735505
{txt}{space 2}year_count {c |} {res}   236.00    0.004237
{txt}{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |} {res}   914.96    0.001093
{txt}{space 10}c. {c |}
{space 2}year_count#{c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |} {res}   305.31    0.003275
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}   135.96
{txt}
{com}. 
. *Model 4
. eststo m3: xtreg agg_implem_wo sum_coord lag_runner lag_l* infant_wb lag_constraint merged_gdp c.year_count##c.year_count##c.year_count, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.7394{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.0002{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1051{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}11{txt},{res}33{txt}){col 67}={col 70}{res}    59.05
{txt}corr(u_i, Xb){col 16}= {res}-0.6122{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}{col 14}{res}{space 2}  4.62404{col 26}{space 2} 1.382694{col 37}{space 1}    3.34{col 46}{space 3}0.002{col 54}{space 4} 1.810928{col 67}{space 3} 7.437153
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}-.1955122{col 26}{space 2} .1903828{col 37}{space 1}   -1.03{col 46}{space 3}0.312{col 54}{space 4} -.582849{col 67}{space 3} .1918245
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .2731462{col 26}{space 2}  .248266{col 37}{space 1}    1.10{col 46}{space 3}0.279{col 54}{space 4}-.2319548{col 67}{space 3} .7782472
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} .4841962{col 26}{space 2} .4111264{col 37}{space 1}    1.18{col 46}{space 3}0.247{col 54}{space 4}-.3522467{col 67}{space 3} 1.320639
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.7510397{col 26}{space 2} .5467783{col 37}{space 1}   -1.37{col 46}{space 3}0.179{col 54}{space 4}-1.863468{col 67}{space 3}  .361389
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2} .4801373{col 26}{space 2} .1141874{col 37}{space 1}    4.20{col 46}{space 3}0.000{col 54}{space 4} .2478212{col 67}{space 3} .7124533
{txt}lag_constr~t {c |}{col 14}{res}{space 2}  5.40986{col 26}{space 2} 1.931887{col 37}{space 1}    2.80{col 46}{space 3}0.008{col 54}{space 4} 1.479407{col 67}{space 3} 9.340312
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1551552{col 26}{space 2} .0706267{col 37}{space 1}    2.20{col 46}{space 3}0.035{col 54}{space 4} .0114641{col 67}{space 3} .2988464
{txt}{space 2}year_count {c |}{col 14}{res}{space 2} 11.94928{col 26}{space 2} 2.537859{col 37}{space 1}    4.71{col 46}{space 3}0.000{col 54}{space 4} 6.785969{col 67}{space 3} 17.11259
{txt}{space 12} {c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |}{col 14}{res}{space 2}-1.289087{col 26}{space 2} .4699975{col 37}{space 1}   -2.74{col 46}{space 3}0.010{col 54}{space 4}-2.245304{col 67}{space 3}-.3328694
{txt}{space 12} {c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |}{col 14}{res}{space 2} .0549533{col 26}{space 2} .0256411{col 37}{space 1}    2.14{col 46}{space 3}0.040{col 54}{space 4}  .002786{col 67}{space 3} .1071205
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}-10.00056{col 26}{space 2}  8.68173{col 37}{space 1}   -1.15{col 46}{space 3}0.258{col 54}{space 4}-27.66367{col 67}{space 3} 7.662556
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 28.217762
     {txt}sigma_e {c |} {res} 6.9707248
         {txt}rho {c |} {res} .94248449{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. unique pam_caseid if e(sample)==1
{txt}Number of unique values of pam_caseid is  {res}34
{txt}Number of records is  {res}322
{txt}
{com}. vif, uncentered 

{txt}    Variable {c |}       VIF       1/VIF  
{hline 13}{c +}{hline 22}
{space 3}sum_coord {c |} {res}     9.02    0.110862
{txt}{space 2}lag_runner {c |} {res}     6.95    0.143964
{txt}{space 2}lag_ltroop {c |} {res}     4.45    0.224521
{txt}{space 1}lag_lpolice {c |} {res}     5.78    0.173006
{txt}{space 4}lag_lobs {c |} {res}     7.10    0.140923
{txt}{space 3}infant_wb {c |} {res}     4.21    0.237774
{txt}lag_constr~t {c |} {res}     2.65    0.376842
{txt}merged_gdp~h {c |} {res}     1.34    0.743796
{txt}{space 2}year_count {c |} {res}   232.71    0.004297
{txt}{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |} {res}   907.19    0.001102
{txt}{space 10}c. {c |}
{space 2}year_count#{c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |} {res}   303.54    0.003294
{txt}{hline 13}{c +}{hline 22}
    Mean VIF {c |} {res}   134.99
{txt}
{com}. 
. 
. 
{txt}end of do-file

{com}. 
. *Table A15
. do "Table A15.do"
{txt}
{com}. *Table A15
. reg agg_implem_wo sum_shame lag_runner lag_l* infant_wb lag_constraint merged_gdp,  cluster(pam_caseid)

{txt}Linear regression                               Number of obs     = {res}       322
                                                {txt}F(8, 33)          =  {res}    15.06
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.2464
                                                {txt}Root MSE          =    {res} 19.305

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_shame {c |}{col 14}{res}{space 2} 4.157561{col 26}{space 2} 1.613252{col 37}{space 1}    2.58{col 46}{space 3}0.015{col 54}{space 4} .8753744{col 67}{space 3} 7.439748
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}-.0271126{col 26}{space 2} .3733098{col 37}{space 1}   -0.07{col 46}{space 3}0.943{col 54}{space 4}-.7866172{col 67}{space 3} .7323919
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2}-.6236148{col 26}{space 2} .4266763{col 37}{space 1}   -1.46{col 46}{space 3}0.153{col 54}{space 4}-1.491694{col 67}{space 3} .2444647
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} 1.996231{col 26}{space 2} .9913158{col 37}{space 1}    2.01{col 46}{space 3}0.052{col 54}{space 4}-.0206164{col 67}{space 3} 4.013078
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-3.020833{col 26}{space 2} 1.208829{col 37}{space 1}   -2.50{col 46}{space 3}0.018{col 54}{space 4}-5.480214{col 67}{space 3}-.5614524
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.0603054{col 26}{space 2} .0790149{col 37}{space 1}   -0.76{col 46}{space 3}0.451{col 54}{space 4}-.2210625{col 67}{space 3} .1004517
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.306005{col 26}{space 2} 5.158456{col 37}{space 1}    1.42{col 46}{space 3}0.166{col 54}{space 4}-3.188952{col 67}{space 3} 17.80096
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .2100321{col 26}{space 2} .1025206{col 37}{space 1}    2.05{col 46}{space 3}0.049{col 54}{space 4} .0014523{col 67}{space 3} .4186119
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}  54.7782{col 26}{space 2} 7.428282{col 37}{space 1}    7.37{col 46}{space 3}0.000{col 54}{space 4} 39.66525{col 67}{space 3} 69.89115
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. xtcd2
Pesaran (2015) test for weak cross-sectional dependence.
Residuals calculated using {it: predict, residuals}.
{txt}(2 missing values generated)
Unbalanced panel detected, test adjusted.
Please install xtset2 from xtdcce2 package.
Panel information might be incorrect.

    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000000 {c |}{res}        322    17.41615    9.972272          1         34

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000001 {c |}{res}        322    5.428571    2.868269          1         10

H0: errors are weakly cross-sectional dependent. 
{col 9}CD = {col 14}{txt}30.285   
{col 4}p-value = {col 14}0.000    

{com}. xtreg agg_implem_wo sum_shame lag_runner lag_l* infant_wb lag_constraint merged_gdp, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4911{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1636{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1665{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}8{txt},{res}33{txt}){col 67}={col 70}{res}    19.60
{txt}corr(u_i, Xb){col 16}= {res}-0.5446{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_shame {c |}{col 14}{res}{space 2} 5.382612{col 26}{space 2} 1.333327{col 37}{space 1}    4.04{col 46}{space 3}0.000{col 54}{space 4} 2.669938{col 67}{space 3} 8.095287
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .3815676{col 26}{space 2} .2595541{col 37}{space 1}    1.47{col 46}{space 3}0.151{col 54}{space 4}-.1464993{col 67}{space 3} .9096344
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .8030379{col 26}{space 2} .3251297{col 37}{space 1}    2.47{col 46}{space 3}0.019{col 54}{space 4} .1415566{col 67}{space 3} 1.464519
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.3484382{col 26}{space 2} .4567302{col 37}{space 1}   -0.76{col 46}{space 3}0.451{col 54}{space 4}-1.277663{col 67}{space 3} .5807865
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.5051872{col 26}{space 2} .7477808{col 37}{space 1}   -0.68{col 46}{space 3}0.504{col 54}{space 4}-2.026559{col 67}{space 3} 1.016184
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3617826{col 26}{space 2}  .142505{col 37}{space 1}   -2.54{col 46}{space 3}0.016{col 54}{space 4}-.6517111{col 67}{space 3} -.071854
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.439468{col 26}{space 2} 4.623664{col 37}{space 1}    1.61{col 46}{space 3}0.117{col 54}{space 4}-1.967447{col 67}{space 3} 16.84638
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0825403{col 26}{space 2}  .063703{col 37}{space 1}    1.30{col 46}{space 3}0.204{col 54}{space 4}-.0470644{col 67}{space 3} .2121451
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 66.49914{col 26}{space 2} 10.90061{col 37}{space 1}    6.10{col 46}{space 3}0.000{col 54}{space 4} 44.32169{col 67}{space 3} 88.67659
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 21.715685
     {txt}sigma_e {c |} {res} 9.6886955
         {txt}rho {c |} {res} .83398676{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. xtcd2
Pesaran (2015) test for weak cross-sectional dependence.
Residuals calculated using {it: predict, e} from {it:xtreg}.
{txt}(2 missing values generated)
Unbalanced panel detected, test adjusted.
Please install xtset2 from xtdcce2 package.
Panel information might be incorrect.

    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000000 {c |}{res}        322    17.41615    9.972272          1         34

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000001 {c |}{res}        322    5.428571    2.868269          1         10

H0: errors are weakly cross-sectional dependent. 
{col 9}CD = {col 14}{txt}4.569    
{col 4}p-value = {col 14}0.000    

{com}. xtreg agg_implem_wo sum_shame lag_runner lag_l* infant_wb lag_constraint merged_gdp c.year_count##c.year_count##c.year_count, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.7395{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.0000{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1016{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}11{txt},{res}33{txt}){col 67}={col 70}{res}    73.75
{txt}corr(u_i, Xb){col 16}= {res}-0.6233{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_shame {c |}{col 14}{res}{space 2} 3.184732{col 26}{space 2} 1.040456{col 37}{space 1}    3.06{col 46}{space 3}0.004{col 54}{space 4} 1.067907{col 67}{space 3} 5.301556
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}-.0316564{col 26}{space 2} .1908407{col 37}{space 1}   -0.17{col 46}{space 3}0.869{col 54}{space 4}-.4199248{col 67}{space 3}  .356612
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .1909496{col 26}{space 2} .2488415{col 37}{space 1}    0.77{col 46}{space 3}0.448{col 54}{space 4}-.3153221{col 67}{space 3} .6972214
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} .6345225{col 26}{space 2} .3822745{col 37}{space 1}    1.66{col 46}{space 3}0.106{col 54}{space 4}-.1432209{col 67}{space 3} 1.412266
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.7214177{col 26}{space 2}  .590312{col 37}{space 1}   -1.22{col 46}{space 3}0.230{col 54}{space 4}-1.922417{col 67}{space 3}  .479581
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2} .4880285{col 26}{space 2} .1160202{col 37}{space 1}    4.21{col 46}{space 3}0.000{col 54}{space 4} .2519835{col 67}{space 3} .7240734
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 5.499032{col 26}{space 2} 2.114098{col 37}{space 1}    2.60{col 46}{space 3}0.014{col 54}{space 4} 1.197866{col 67}{space 3} 9.800197
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1434997{col 26}{space 2} .0573872{col 37}{space 1}    2.50{col 46}{space 3}0.018{col 54}{space 4} .0267446{col 67}{space 3} .2602548
{txt}{space 2}year_count {c |}{col 14}{res}{space 2} 11.98149{col 26}{space 2}   2.4573{col 37}{space 1}    4.88{col 46}{space 3}0.000{col 54}{space 4} 6.982075{col 67}{space 3} 16.98091
{txt}{space 12} {c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |}{col 14}{res}{space 2}-1.289028{col 26}{space 2} .4544013{col 37}{space 1}   -2.84{col 46}{space 3}0.008{col 54}{space 4}-2.213514{col 67}{space 3}-.3645414
{txt}{space 12} {c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |}{col 14}{res}{space 2} .0549496{col 26}{space 2} .0246725{col 37}{space 1}    2.23{col 46}{space 3}0.033{col 54}{space 4}  .004753{col 67}{space 3} .1051462
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}-11.55077{col 26}{space 2}  8.98454{col 37}{space 1}   -1.29{col 46}{space 3}0.208{col 54}{space 4}-29.82995{col 67}{space 3} 6.728414
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 28.874408
     {txt}sigma_e {c |} {res} 6.9693594
         {txt}rho {c |} {res} .94494868{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. xtcd2
Pesaran (2015) test for weak cross-sectional dependence.
Residuals calculated using {it: predict, e} from {it:xtreg}.
{txt}(2 missing values generated)
Unbalanced panel detected, test adjusted.
Please install xtset2 from xtdcce2 package.
Panel information might be incorrect.

    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000000 {c |}{res}        322    17.41615    9.972272          1         34

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000001 {c |}{res}        322    5.428571    2.868269          1         10

H0: errors are weakly cross-sectional dependent. 
{col 9}CD = {col 14}{txt}-0.581   
{col 4}p-value = {col 14}0.561    

{com}. 
. reg agg_implem_wo sum_resource lag_runner lag_l* infant_wb lag_constraint merged_gdp,  cluster(pam_caseid)

{txt}Linear regression                               Number of obs     = {res}       322
                                                {txt}F(8, 33)          =  {res}    12.79
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.2712
                                                {txt}Root MSE          =    {res} 18.985

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}{col 14}{res}{space 2} 5.809104{col 26}{space 2}  1.84313{col 37}{space 1}    3.15{col 46}{space 3}0.003{col 54}{space 4} 2.059228{col 67}{space 3} 9.558981
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}-.2416594{col 26}{space 2} .3741539{col 37}{space 1}   -0.65{col 46}{space 3}0.523{col 54}{space 4}-1.002881{col 67}{space 3} .5195625
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2}-.4943341{col 26}{space 2} .4082142{col 37}{space 1}   -1.21{col 46}{space 3}0.235{col 54}{space 4}-1.324852{col 67}{space 3}  .336184
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} 1.663007{col 26}{space 2} .9659474{col 37}{space 1}    1.72{col 46}{space 3}0.094{col 54}{space 4}-.3022281{col 67}{space 3} 3.628241
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-2.983162{col 26}{space 2} 1.152748{col 37}{space 1}   -2.59{col 46}{space 3}0.014{col 54}{space 4}-5.328447{col 67}{space 3} -.637878
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.0772333{col 26}{space 2}  .073867{col 37}{space 1}   -1.05{col 46}{space 3}0.303{col 54}{space 4}-.2275169{col 67}{space 3} .0730503
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.580726{col 26}{space 2} 5.152114{col 37}{space 1}    1.47{col 46}{space 3}0.151{col 54}{space 4}-2.901328{col 67}{space 3} 18.06278
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1847314{col 26}{space 2} .0996565{col 37}{space 1}    1.85{col 46}{space 3}0.073{col 54}{space 4}-.0180212{col 67}{space 3} .3874841
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 55.14075{col 26}{space 2} 6.924676{col 37}{space 1}    7.96{col 46}{space 3}0.000{col 54}{space 4} 41.05239{col 67}{space 3} 69.22911
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. xtcd2
Pesaran (2015) test for weak cross-sectional dependence.
Residuals calculated using {it: predict, residuals}.
{txt}(2 missing values generated)
Unbalanced panel detected, test adjusted.
Please install xtset2 from xtdcce2 package.
Panel information might be incorrect.

    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000000 {c |}{res}        322    17.41615    9.972272          1         34

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000001 {c |}{res}        322    5.428571    2.868269          1         10

H0: errors are weakly cross-sectional dependent. 
{col 9}CD = {col 14}{txt}27.296   
{col 4}p-value = {col 14}0.000    

{com}. xtreg agg_implem_wo sum_resource lag_runner lag_l* infant_wb lag_constraint merged_gdp, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.5010{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1861{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1917{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}8{txt},{res}33{txt}){col 67}={col 70}{res}    19.12
{txt}corr(u_i, Xb){col 16}= {res}-0.5069{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}{col 14}{res}{space 2}  6.88248{col 26}{space 2}  1.55123{col 37}{space 1}    4.44{col 46}{space 3}0.000{col 54}{space 4} 3.726478{col 67}{space 3} 10.03848
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .1991697{col 26}{space 2} .2590176{col 37}{space 1}    0.77{col 46}{space 3}0.447{col 54}{space 4}-.3278057{col 67}{space 3}  .726145
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .9358589{col 26}{space 2} .3401161{col 37}{space 1}    2.75{col 46}{space 3}0.010{col 54}{space 4} .2438876{col 67}{space 3}  1.62783
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.4729602{col 26}{space 2} .4651729{col 37}{space 1}   -1.02{col 46}{space 3}0.317{col 54}{space 4}-1.419362{col 67}{space 3} .4734413
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.6877822{col 26}{space 2} .7447099{col 37}{space 1}   -0.92{col 46}{space 3}0.362{col 54}{space 4}-2.202906{col 67}{space 3} .8273415
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3425932{col 26}{space 2}  .141257{col 37}{space 1}   -2.43{col 46}{space 3}0.021{col 54}{space 4}-.6299827{col 67}{space 3}-.0552037
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.937445{col 26}{space 2} 4.586345{col 37}{space 1}    1.73{col 46}{space 3}0.093{col 54}{space 4}-1.393545{col 67}{space 3} 17.26843
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .0738785{col 26}{space 2} .0596326{col 37}{space 1}    1.24{col 46}{space 3}0.224{col 54}{space 4} -.047445{col 67}{space 3}  .195202
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 64.95256{col 26}{space 2} 10.67821{col 37}{space 1}    6.08{col 46}{space 3}0.000{col 54}{space 4} 43.22757{col 67}{space 3} 86.67754
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 20.843919
     {txt}sigma_e {c |} {res} 9.5940531
         {txt}rho {c |} {res} .82517899{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. xtcd2
Pesaran (2015) test for weak cross-sectional dependence.
Residuals calculated using {it: predict, e} from {it:xtreg}.
{txt}(2 missing values generated)
Unbalanced panel detected, test adjusted.
Please install xtset2 from xtdcce2 package.
Panel information might be incorrect.

    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000000 {c |}{res}        322    17.41615    9.972272          1         34

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000001 {c |}{res}        322    5.428571    2.868269          1         10

H0: errors are weakly cross-sectional dependent. 
{col 9}CD = {col 14}{txt}4.963    
{col 4}p-value = {col 14}0.000    

{com}. xtreg agg_implem_wo sum_resource lag_runner lag_l* infant_wb lag_constraint merged_gdp c.year_count##c.year_count##c.year_count, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.7424{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.0000{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1015{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}11{txt},{res}33{txt}){col 67}={col 70}{res}    69.57
{txt}corr(u_i, Xb){col 16}= {res}-0.6396{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
sum_resource {c |}{col 14}{res}{space 2} 4.111125{col 26}{space 2} 1.173223{col 37}{space 1}    3.50{col 46}{space 3}0.001{col 54}{space 4} 1.724185{col 67}{space 3} 6.498065
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}-.1371837{col 26}{space 2} .1863113{col 37}{space 1}   -0.74{col 46}{space 3}0.467{col 54}{space 4}-.5162368{col 67}{space 3} .2418694
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .2765549{col 26}{space 2} .2481925{col 37}{space 1}    1.11{col 46}{space 3}0.273{col 54}{space 4}-.2283966{col 67}{space 3} .7815064
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} .5707586{col 26}{space 2} .3747201{col 37}{space 1}    1.52{col 46}{space 3}0.137{col 54}{space 4}-.1916153{col 67}{space 3} 1.333132
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.8060181{col 26}{space 2} .5747505{col 37}{space 1}   -1.40{col 46}{space 3}0.170{col 54}{space 4}-1.975357{col 67}{space 3} .3633206
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2} .4981774{col 26}{space 2} .1144901{col 37}{space 1}    4.35{col 46}{space 3}0.000{col 54}{space 4} .2652454{col 67}{space 3} .7311093
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 5.767475{col 26}{space 2} 2.139918{col 37}{space 1}    2.70{col 46}{space 3}0.011{col 54}{space 4} 1.413778{col 67}{space 3} 10.12117
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1394256{col 26}{space 2} .0584665{col 37}{space 1}    2.38{col 46}{space 3}0.023{col 54}{space 4} .0204747{col 67}{space 3} .2583765
{txt}{space 2}year_count {c |}{col 14}{res}{space 2} 11.41218{col 26}{space 2} 2.478017{col 37}{space 1}    4.61{col 46}{space 3}0.000{col 54}{space 4} 6.370617{col 67}{space 3} 16.45375
{txt}{space 12} {c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |}{col 14}{res}{space 2}-1.189687{col 26}{space 2} .4551897{col 37}{space 1}   -2.61{col 46}{space 3}0.013{col 54}{space 4}-2.115778{col 67}{space 3}-.2635967
{txt}{space 12} {c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |}{col 14}{res}{space 2} .0498711{col 26}{space 2} .0247767{col 37}{space 1}    2.01{col 46}{space 3}0.052{col 54}{space 4}-.0005374{col 67}{space 3} .1002796
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}-11.69772{col 26}{space 2} 8.895179{col 37}{space 1}   -1.32{col 46}{space 3}0.198{col 54}{space 4} -29.7951{col 67}{space 3} 6.399653
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 29.326229
     {txt}sigma_e {c |} {res} 6.9299555
         {txt}rho {c |} {res} .94711285{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. xtcd2
Pesaran (2015) test for weak cross-sectional dependence.
Residuals calculated using {it: predict, e} from {it:xtreg}.
{txt}(2 missing values generated)
Unbalanced panel detected, test adjusted.
Please install xtset2 from xtdcce2 package.
Panel information might be incorrect.

    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000000 {c |}{res}        322    17.41615    9.972272          1         34

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000001 {c |}{res}        322    5.428571    2.868269          1         10

H0: errors are weakly cross-sectional dependent. 
{col 9}CD = {col 14}{txt}-0.771   
{col 4}p-value = {col 14}0.441    

{com}. 
. reg agg_implem_wo sum_coord lag_runner lag_l* infant_wb lag_constraint merged_gdp,  cluster(pam_caseid)

{txt}Linear regression                               Number of obs     = {res}       322
                                                {txt}F(8, 33)          =  {res}    20.69
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.2762
                                                {txt}Root MSE          =    {res}  18.92

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}{col 14}{res}{space 2} 7.700487{col 26}{space 2} 2.220678{col 37}{space 1}    3.47{col 46}{space 3}0.001{col 54}{space 4} 3.182484{col 67}{space 3} 12.21849
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}-.4659499{col 26}{space 2} .3965999{col 37}{space 1}   -1.17{col 46}{space 3}0.248{col 54}{space 4}-1.272838{col 67}{space 3} .3409387
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2}-.6925986{col 26}{space 2} .4128538{col 37}{space 1}   -1.68{col 46}{space 3}0.103{col 54}{space 4}-1.532556{col 67}{space 3} .1473588
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}  1.68864{col 26}{space 2} .8641737{col 37}{space 1}    1.95{col 46}{space 3}0.059{col 54}{space 4}-.0695341{col 67}{space 3} 3.446815
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-3.006304{col 26}{space 2} 1.135457{col 37}{space 1}   -2.65{col 46}{space 3}0.012{col 54}{space 4}-5.316408{col 67}{space 3}-.6962002
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.0678304{col 26}{space 2}  .075244{col 37}{space 1}   -0.90{col 46}{space 3}0.374{col 54}{space 4}-.2209154{col 67}{space 3} .0852547
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 6.412537{col 26}{space 2} 4.904794{col 37}{space 1}    1.31{col 46}{space 3}0.200{col 54}{space 4}-3.566342{col 67}{space 3} 16.39142
{txt}merged_gdp~h {c |}{col 14}{res}{space 2}  .220621{col 26}{space 2} .0947311{col 37}{space 1}    2.33{col 46}{space 3}0.026{col 54}{space 4} .0278891{col 67}{space 3} .4133528
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 55.45709{col 26}{space 2} 6.645237{col 37}{space 1}    8.35{col 46}{space 3}0.000{col 54}{space 4} 41.93725{col 67}{space 3} 68.97692
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. xtcd2
Pesaran (2015) test for weak cross-sectional dependence.
Residuals calculated using {it: predict, residuals}.
{txt}(2 missing values generated)
Unbalanced panel detected, test adjusted.
Please install xtset2 from xtdcce2 package.
Panel information might be incorrect.

    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000000 {c |}{res}        322    17.41615    9.972272          1         34

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000001 {c |}{res}        322    5.428571    2.868269          1         10

H0: errors are weakly cross-sectional dependent. 
{col 9}CD = {col 14}{txt}26.802   
{col 4}p-value = {col 14}0.000    

{com}. xtreg agg_implem_wo sum_coord lag_runner lag_l* infant_wb lag_constraint merged_gdp, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.4974{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.1934{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1805{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}8{txt},{res}33{txt}){col 67}={col 70}{res}    29.36
{txt}corr(u_i, Xb){col 16}= {res}-0.5167{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}{col 14}{res}{space 2} 8.092478{col 26}{space 2} 2.066644{col 37}{space 1}    3.92{col 46}{space 3}0.000{col 54}{space 4} 3.887858{col 67}{space 3}  12.2971
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2} .0679093{col 26}{space 2} .2797606{col 37}{space 1}    0.24{col 46}{space 3}0.810{col 54}{space 4}-.5012678{col 67}{space 3} .6370865
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .9276859{col 26}{space 2} .3536355{col 37}{space 1}    2.62{col 46}{space 3}0.013{col 54}{space 4}  .208209{col 67}{space 3} 1.647163
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2}-.5885756{col 26}{space 2} .4954425{col 37}{space 1}   -1.19{col 46}{space 3}0.243{col 54}{space 4}-1.596561{col 67}{space 3} .4194097
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.5668534{col 26}{space 2}  .675529{col 37}{space 1}   -0.84{col 46}{space 3}0.407{col 54}{space 4}-1.941227{col 67}{space 3} .8075206
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2}-.3532174{col 26}{space 2} .1397745{col 37}{space 1}   -2.53{col 46}{space 3}0.016{col 54}{space 4}-.6375906{col 67}{space 3}-.0688441
{txt}lag_constr~t {c |}{col 14}{res}{space 2} 7.322133{col 26}{space 2} 4.376195{col 37}{space 1}    1.67{col 46}{space 3}0.104{col 54}{space 4}-1.581302{col 67}{space 3} 16.22557
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1020738{col 26}{space 2} .0647077{col 37}{space 1}    1.58{col 46}{space 3}0.124{col 54}{space 4}-.0295749{col 67}{space 3} .2337225
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 67.12239{col 26}{space 2} 10.55498{col 37}{space 1}    6.36{col 46}{space 3}0.000{col 54}{space 4} 45.64812{col 67}{space 3} 88.59667
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 20.875768
     {txt}sigma_e {c |} {res} 9.6282153
         {txt}rho {c |} {res} .82459321{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. xtcd2
Pesaran (2015) test for weak cross-sectional dependence.
Residuals calculated using {it: predict, e} from {it:xtreg}.
{txt}(2 missing values generated)
Unbalanced panel detected, test adjusted.
Please install xtset2 from xtdcce2 package.
Panel information might be incorrect.

    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000000 {c |}{res}        322    17.41615    9.972272          1         34

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000001 {c |}{res}        322    5.428571    2.868269          1         10

H0: errors are weakly cross-sectional dependent. 
{col 9}CD = {col 14}{txt}5.581    
{col 4}p-value = {col 14}0.000    

{com}. xtreg agg_implem_wo sum_coord lag_runner lag_l* infant_wb lag_constraint merged_gdp c.year_count##c.year_count##c.year_count, fe cluster(pam_caseid)
{res}
{txt}Fixed-effects (within) regression{col 49}Number of obs{col 67}={col 69}{res}       322
{txt}Group variable: {res}pam_caseid{txt}{col 49}Number of groups{col 67}={col 69}{res}        34

{txt}R-sq:{col 49}Obs per group:
     within  = {res}0.7394{col 63}{txt}min{col 67}={col 69}{res}         2
{txt}     between = {res}0.0002{col 63}{txt}avg{col 67}={col 69}{res}       9.5
{txt}     overall = {res}0.1051{col 63}{txt}max{col 67}={col 69}{res}        10

{txt}{col 49}F({res}11{txt},{res}33{txt}){col 67}={col 70}{res}    59.05
{txt}corr(u_i, Xb){col 16}= {res}-0.6122{txt}{col 49}Prob > F{col 67}={col 73}{res}0.0000

{txt}{ralign 78:(Std. Err. adjusted for {res:34} clusters in pam_caseid)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}agg_implem~o{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}sum_coord {c |}{col 14}{res}{space 2}  4.62404{col 26}{space 2} 1.382694{col 37}{space 1}    3.34{col 46}{space 3}0.002{col 54}{space 4} 1.810928{col 67}{space 3} 7.437153
{txt}{space 2}lag_runner {c |}{col 14}{res}{space 2}-.1955122{col 26}{space 2} .1903828{col 37}{space 1}   -1.03{col 46}{space 3}0.312{col 54}{space 4} -.582849{col 67}{space 3} .1918245
{txt}{space 2}lag_ltroop {c |}{col 14}{res}{space 2} .2731462{col 26}{space 2}  .248266{col 37}{space 1}    1.10{col 46}{space 3}0.279{col 54}{space 4}-.2319548{col 67}{space 3} .7782472
{txt}{space 1}lag_lpolice {c |}{col 14}{res}{space 2} .4841962{col 26}{space 2} .4111264{col 37}{space 1}    1.18{col 46}{space 3}0.247{col 54}{space 4}-.3522467{col 67}{space 3} 1.320639
{txt}{space 4}lag_lobs {c |}{col 14}{res}{space 2}-.7510397{col 26}{space 2} .5467783{col 37}{space 1}   -1.37{col 46}{space 3}0.179{col 54}{space 4}-1.863468{col 67}{space 3}  .361389
{txt}{space 3}infant_wb {c |}{col 14}{res}{space 2} .4801373{col 26}{space 2} .1141874{col 37}{space 1}    4.20{col 46}{space 3}0.000{col 54}{space 4} .2478212{col 67}{space 3} .7124533
{txt}lag_constr~t {c |}{col 14}{res}{space 2}  5.40986{col 26}{space 2} 1.931887{col 37}{space 1}    2.80{col 46}{space 3}0.008{col 54}{space 4} 1.479407{col 67}{space 3} 9.340312
{txt}merged_gdp~h {c |}{col 14}{res}{space 2} .1551552{col 26}{space 2} .0706267{col 37}{space 1}    2.20{col 46}{space 3}0.035{col 54}{space 4} .0114641{col 67}{space 3} .2988464
{txt}{space 2}year_count {c |}{col 14}{res}{space 2} 11.94928{col 26}{space 2} 2.537859{col 37}{space 1}    4.71{col 46}{space 3}0.000{col 54}{space 4} 6.785969{col 67}{space 3} 17.11259
{txt}{space 12} {c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |}{col 14}{res}{space 2}-1.289087{col 26}{space 2} .4699975{col 37}{space 1}   -2.74{col 46}{space 3}0.010{col 54}{space 4}-2.245304{col 67}{space 3}-.3328694
{txt}{space 12} {c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
{space 10}c. {c |}
{space 2}year_count#{c |}
c.year_count {c |}{col 14}{res}{space 2} .0549533{col 26}{space 2} .0256411{col 37}{space 1}    2.14{col 46}{space 3}0.040{col 54}{space 4}  .002786{col 67}{space 3} .1071205
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}-10.00056{col 26}{space 2}  8.68173{col 37}{space 1}   -1.15{col 46}{space 3}0.258{col 54}{space 4}-27.66367{col 67}{space 3} 7.662556
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     sigma_u {c |} {res} 28.217762
     {txt}sigma_e {c |} {res} 6.9707248
         {txt}rho {c |} {res} .94248449{txt}   (fraction of variance due to u_i)
{hline 13}{c BT}{hline 64}

{com}. xtcd2
Pesaran (2015) test for weak cross-sectional dependence.
Residuals calculated using {it: predict, e} from {it:xtreg}.
{txt}(2 missing values generated)
Unbalanced panel detected, test adjusted.
Please install xtset2 from xtdcce2 package.
Panel information might be incorrect.

    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000000 {c |}{res}        322    17.41615    9.972272          1         34

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}__000001 {c |}{res}        322    5.428571    2.868269          1         10

H0: errors are weakly cross-sectional dependent. 
{col 9}CD = {col 14}{txt}-0.988   
{col 4}p-value = {col 14}0.323    

{com}. 
. 
{txt}end of do-file

{com}. 
{txt}end of do-file

{com}. xtset
{res}{txt}{col 8}panel variable:  {res}pam_caseid (unbalanced)
{txt}{col 9}time variable:  {res}{col 25}year_count, 1 to 10
{txt}{col 17}delta:  {res}1 unit

{com}. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\mhauenst\My Files\Temporary Files\Remaining Seized Stata Log.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res}16 Jun 2020, 17:38:23
{txt}{.-}
{smcl}
{txt}{sf}{ul off}